Jahre

2020

When algorithm selection meets Bi-linearLearning to Rank: accuracy and inference time trade off with candidates expansion
Jing Yuan, Christian Geissler, Weijia Shao, Andreas Lommatzsch, Brijnesh Jain
In: International Journal of Data Science and Analytics, https://doi.org/10.1007/s41060-020-00229-x; 2020

Die digital vernetzte Protokollstrecke - urbanes Testfeld automatisiertes und vernetztes Fahren in Berlin : Schlussbericht der TU Berlin und Fraunhofer-Gesellschaft : DIGINET-PS : Berichtszeitraum: 04/2017-12/2019
Jan Keiser, Bernd Schäufele, Sebastian Bunk, Martin Berger, Stephan Völker
In: Technische Informationsbibliothek Hannover; 2020

Multi-Objective Residential Electricity Scheduling Based on Forecasting Generation and Demand via LSTM
Jan Timo Meyer, Louis-André Agrofoglio, Joris Clement, Qiyi Liu, Ogün Yurdakul, and Sahin Albayrak
In: (Accepted) 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Europe (ISGT-Europe), The Hague, The Netherlands, 2020; 2020

A Novel Energy Management System for Solar Electric Vehicles
Lisette ten Boske, Tobias Gunneberg, Jonathan Rau, Ogün Yurdakul, and Sahin Albayrak
In: (Accepted) 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Europe (ISGT-Europe), The Hague, The Netherlands, 2020; 2020

A Novel Energy Management System for Cruise Ships Including Forecasting via LSTM
Pengchao Wei, Samira Vogt, Danyang Wang, Raul Elizondo Gonzalez, Ogün Yurdakul, and Sahin Albayrak
In: (Accepted) 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Europe (ISGT-Europe), The Hague, The Netherlands, 2020; 2020

Quantification of the Impact of GHG Emissions on Unit Commitment in Microgrids
Ogün Yurdakul, Fikret Sivrikaya, and Sahin Albayrak
In: (Accepted) 2020 IEEE Power & Energy Society Transmission and Distribution Conference and Exposition: Latin America (T&D-LA), Montevideo, Uruguay, 2020; 2020

Very Short-Term Power System Frequency Forecasting
Ogün Yurdakul, Fatih Eser, Fikret Sivrikaya, and Sahin Albayrak
In: IEEE Access; 2020

PeriSense: Ring-Based Multi-Finger Gesture Interaction Utilizing Capacitive Proximity Sensing
Mathias Wilhelm, Daniel Krakowczyk, Sahin Albayrak
In: Sensors, vol. 20, p. 3990, Jan.2020. https://doi.org/10.3390/s20143990; 2020

Integration of Building Inertia Thermal Energy Storage into Smart Grid Control
Jan F. Heinekamp, Marcus Voß, Sabine Krutzsch, Friedrich Sick, Kai Strunz, Sahin Albayrak
In: 2020 International Conference on Smart Energy Systems and Technologies (SEST); 2020

Demonstration of Finger Tracking Using Capacitive Sensing with a Ring
Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak
In: Conference: 25th International Conference on Intelligent User Interfaces Companion (IUI ’20 Companion), At Cagliari, Italy. DOI: 10.1145/3379336.3381475; 2020

Clearing the Hurdles: How to Design Privacy Nudges for Mobile Application Users
Döbelt, S., Halama, J., Fritsch, S., Nguyen, M.H., & Bocklisch, F.
In: In: Moallem A. (eds) HCI for Cybersecurity, Privacy and Trust. HCII 2020. Lecture Notes in Computer Science, vol 12210. Springer, Cham; 2020

A Lightweight Policy-aware Broker for Multi-domain Network Slice Composition
Xuan-Thuy Dang, Fikret Sivrikaya
In: IEEE 23rd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN 2020); 2020

Transmission Rate Sampling and Selection for Reliable Wireless Multicast
Thomas Geithner, Fikret Sivrikaya
In: Wireless Communications and Mobile Computing; 2020

Auction-based Peer-to-peer Energy Transaction Model with Prosumer-side Energy Scheduling
Gai Hang, Gan Xiaoying, Mahmoud Draz
In: 2020 IEEE 11th International Symposium on Power Electronics for Distributed Generation Systems (PEDG); 2020

Permutation-Based Residential Short-term Load Forecasting in the Context of Energy Management Optimization Objectives
Marcus Voß
In: The Eleventh ACM International Conference on Future Energy Systems (e-Energy'20), June 22--26, 2020, Virtual Event, Australia; 2020

Novel Hands-Free Interaction Techniques based on the Software Switch Approach for Computer Access with Head Movements
Cagdas Esiyok, Ayhan Askin, Aliye Tosun, Sahin Albayrak
In: Journal of Universal Access in the Information Society (accepted); 2020

Classification, Localization and Captioning of Dangerous Situations using Inception-v3 Network and CAM
Sichen Zhang, Axel Heßler, Ming Zhang
In: 12th International Conference on Agents and Artificial Intelligence (ICAART 2020), Valetta, Malta.; 2020

Datenanalyse von Haushalts- und Gebäudelastprofilen: Distanzmaße, Prognosefehler und Mittelwerte im Kontext von Smart Meter Daten im Niederspannungsnetz
Marcus Voß
In: Tagungsunterlagen des SINTEG Science Lab 2020, S.33-37, Conexio GmbH, Berlin, ISBN-Nr.: 978-3-948176-07-5; 2020

A Gesture Control System for Drones Used with Special Operations Forces
Marius Montebaur, Mathias Wilhelm, Axel Heßler, Sahin Albayrak
In: Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction (HRI '20 Companion); 2020

Ring-based Finger Tracking Using Capacitive Sensors and Long Short-Term Memory
Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak
In: 25th International Conference on Intelligent User Interfaces (IUI '20); 2020

ROS Hybrid Behaviour Planner: Behaviour Hierarchies and Self-Organisation in the Multi-Agent Programming Contest
Christopher-Eyk Hrabia, Michael Franz Ettlinger, and Axel Heßler
In: The Multi-Agent Programming Contest 2018 (Lecture Notes in Computer Science), Springer International Publishing; 2020

Distributed Decision-Making based on Shared Knowledge in the Multi-Agent Programming Contest
Christopher-Eyk Hrabia, Marc Schmidt, Andrea Marie Weintraud, and Axel Hessler
In: The Multi-Agent Programming Contest 2018 (Lecture Notes in Computer Science), Springer International Publishing; 2020

Decentralized Service Platform for Interoperable Electro-mobility Services throughout Europe
Nils Masuch, Elif Eryilmaz, Tobias Küster, Udo Pletat, Johannes Fähndrich, Thodoris Theodoropoulos, Mariza Koukovini, and Natalia Selini Hadjidimitriou
In: Towards User-Centric Transport in Europe 2: Enablers of Inclusive, Seamless and Sustainable Mobility; 2020

2019

Quality-aware Service Selection Approach for Adaptive Context Recognition in IoT
Elif Eryilmaz, Frank Trollmann, Sahin Albayrak
In: Proceedings of the 9th International Conference on the Internet of Things (IoT 2019). Association for Computing Machinery, New York, NY, USA, Article 3, 1–8. DOI:https://doi.org/10.1145/3365871.3365874; 2019

The 2019 Multimedia for Recommender System Task: MovieREC and NewsREEL at MediaEval
Yashar Deldjoo,Benjamin Kille, Markus Schedl, Andreas Lommatzsch, Jialie Shen
In: Proceedings of MediaEval 2019, 27-29 October 2019, Sophia Antipolis, France; 2019

Comparing Temporal Graphs Using Dynamic Time Warping
Vincent Froese, Brijnesh Jain, Rolf Niedermeier, Malte Renken
2019

Wireless Authentication Solution and TTCN-3 based Test Framework for ISO-15118 Wireless V2G Communication
Nadim El Sayed, Zoltán Jakó, Ádám Knapp
In: Infocommunications Journal (HU ISSN 2061-2079) Vol. XI, No 2, June 2019, pp. 39-47.; 2019

Internet of Smart City Objects: A Distributed Framework for Service Discovery and Composition
Fikret Sivrikaya, Nizar Ben-Sassi, Xuan-Thuy Dang, Orhan Can Görür, Christian Kuster
In: IEEE Access; 2019

An Autonomous Service-Oriented Orchestration Framework for Software Defined Mobile Networks
Xuan-Thuy Dang, Manzoor Ahmed Khan, Fikret Sivrikaya
In: 22nd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN); 2019

Integration of Human Actors in IoT and CPS Landscape
Doruk Şahinel, Cem Akpolat, Orhan Can Görür, Fikret Sivrikaya
In: IEEE 5th World Forum on Internet of Things; 2019

Self-adaptive and self-organised planning and decision-making for multi-robot systems
Christopher-Eyk Hrabia
In: Technische Universität Berlin; 2019

7th International Workshop on News Recommendation and Analytics (INRA 2019)
Özlem Özgöbek, Benjamin Kille, Jon Atle Gulla, Andreas Lommatzsch
In: CEUR Workshop Proceedings; 2019

A Framework for simulating mobility services in large scale agent-based transportation system
Christian Rakow
In: Summer Simulation Conference 2019 - WIP (to appear), Berlin; 2019

Defining a Meaningful Baseline for News Recommender Systems
Benjamin Kille, Andreas Lommatzsch
In: Proc. of the 7th International Workshop on News Recommendation and Analytics (INRA 2019); 2019

An Information Retrieval-based Approach for Building Intuitive Chatbots for Large Knowledge Bases
Andreas Lommatzsch, Jonas Katins
In: LWDA 2019, Berlin, Germany; 2019

Increasing Self-Adaptation in a Hybrid Decision-Making and Planning System with Reinforcement Learning
Christopher-Eyk Hrabia , Patrick Marvin Lehmann, Sahin Albayrak
In: 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC); 2019

SITbench 1.0: A Novel Switch-based Interaction Technique Benchmark
Cagdas Esiyok, Sahin Albayrak
In: Journal of Healthcare Engineering; 2019

A Framework for Analyzing News Images and Building Multimedia-based Recommenders
Andreas Lommatzsch, Benjamin Kille, Kevin Styp-Rekowski, Max Karl, Jan Pommering
In: 19th International Conference on Innovations for Community Services (I4CS), Wolfsburg, Germany; 2019

Anticipatory Bayesian Policy Selection for Online Adaptation of Collaborative Robots to Unknown Human Types
Orhan Can Görür, Benjamin Rosman, Sahin Albayrak
In: AAMAS'19 - Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems; 2019

A Framework for Integrating Intelligent Mobile Energy Storage into Energy Distribution Systems
Lara-Sophie Christmann, Claudia Offel, Luisa Rahn, Nikhil Singh, Lucie Géhin, Gai Hang, Asma Safaya, Mahmoud Draz, Sahin Albayrak
In: IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe); 2019

A Distributed Architecture for Modular and Dynamic Augmented Reality Processes
Tobias Küster, Nils Masuch, Johannes Fähndrich, Gudrun Tschirner-Vinke, Jan Taschner, Markus Specker, Hendrik Iben, Hannes Baumann, Falko Schmid, Jörg Stöcklein, Daniel Röltgen, and Martin Trinoga
In: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN); 2019

Optimal Energy Supply Scheduling for a Single Household: Integrating Machine Learning for Power Forecasting
Thomas Buechler, Fabian Pagel, Thibault Petitjean, Mahmoud Draz, Sahin Albayrak
In: IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe); 2019

Continuous Evaluation of Large-scale Information Access Systems: A Case for Living Labs
Frank Hopfgartner, Krisztian Balog, Andreas Lommatzsch, Liadh Kelly, Benjamin Kille, Anne Schuth, Martha Larson
In: Information Retrieval Evaluation in a Changing World, Springer International Publishing; 2019

A Survey on Simulation of Power Systems Resilience Under Extreme Weather Events
Izgh Hadachi, Sahin Albayrak
In: 13th IEEE PES PowerTech 2019; 2019

A Power Demand Estimator for Electric Vehicle Charging Infrastructure
Mahmoud Draz, Sahin Albayrak
In: IEEE PES PowerTech Conference; 2019

A Multichain Architecture for Distributed Supply Chain Design in Industry 4.0
Kai Fabian Schulz, Daniel Freund
In: International Conference on Business Information Systems; 2019

Subgradient Methods for Averaging Household Load Profiles under Local Permutations
Marcus Voß, Brijnesh Jain, Sahin Albayrak
In: 13th IEEE PES PowerTech 2019; 2019

Short-Term Probabilistic Load Forecasting at Low Aggregation Levels using Convolutional Neural Networks
Alexander Elvers, Marcus Voß, Sahin Albayrak
In: 13th IEEE PES PowerTech 2019; 2019

EffFeu Project: Towards Mission-Guided Application of Drones in Safety and Security Environments
Christopher-Eyk Hrabia, Axel Heßler, Yuan Xu, Jacob Seibert, Jan Brehmer, and Sahin Albayrak
In: MDPI Sensors, Special Issue Unmanned Aerial Vehicle Networks, Systems and Applications; 2019

Software Switches: Novel Hands-Free Interaction Techniques for Quadriplegics Based on Respiration-Machine Interaction
Cagdas Esiyok, Ayhan Askin, Aliye Tosun, Sahin Albayrak
In: Universal Access in the Information Society; 2019

2018

Semantic decomposition and marker passing in an artificial representation of meaning
Johannes Fähndrich
2018

Understanding autonomic network management: A look into the past, a solution for the future
Manzoor Ahmed Khan, Sebastian Peters, Doruk Sahinel, Francisco Denis Pozo Pardo, Xuan-Thuy Dang
In: Computer Communications vol. 122, pp. 93 - 117; 2018

A Marker Passing Approach to Winograd Schemas
Johannes Fähndrich, Sabine Weber, Hannes Kanthak
In: Joint International Semantic Technology Conference; 2018

Mobility as a Service enabled by the Autonomous Driving
Christian Rakow, Manzoor Khan
In: 5th International Conference of Internet of Vehicles. Technologies and Services Towards Smart City; 2018

MediaEval 2018 - Overview on NewsREEL Multimedia
Andreas Lommatzsch, Benjamin Kille, Frank Hopfgartner, Leif Ramming
In: Proceedings of the MediaEval Benchmarking Initiative for Multimedia Evaluation, 2018; 2018

Baseline Algorithms for Predicting the Interest in News based on Multimedia-Data
Andreas Lommatzsch, Benjamin Kille
In: NewsREEL Multimedia @ MediaEval 2018, Sophia Antipolis, France, October 31, 2018; 2018

Influence of Renewable Energy Sources on Supraharmonic Distortion in Modern MV/LV Distribution Networks
A. Novitskiy, P. Tikhonov, S. Schlegel, T. Hühn, Nadim El Sayed, C. Rüster, D. Wetermann
In: International Conference Power Quality Management; 2018

Hybrid adaptation policies: towards a framework for classification and modelling of different combinations of adaptation policies
Frank Trollmann, Johannes Fähndrich, Sahin Albayrak
In: Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems; 2018

Predicting the Interest in News based On Image Annotations
Alexandru Ciobanu, Andreas Lommatzsch, Benjamin Kille
In: Proc. of the Multimedia Benchmark Workshop 2017, Sophia Antipolis, 2018; 2018

An Architecture for Dynamic Context Recognition in an Autonomous Driving Testing Environment
Elif Eryilmaz, Frank Trollmann, Sahin Albayrak
In: The 11th IEEE International Conference on Service-Oriented Computing and Applications; 2018

Developing a Distributed Drone Delivery System with a Hybrid Behavior Planning System
Daniel Krakowczyk, Jannik Wolff, Alexandru Ciobanu, Dennis Julian Meyer, Christopher-Eyk Hrabia
In: KI 2018: Advances in Artificial Intelligence; 2018

Towards Adaptive Multi-Robot Systems: Self-organization and Self-adaptation
Christopher-Eyk Hrabia, Marco Lützenberger, Sahin Albayrak
In: The Knowledge Engineering Review, 33, E16. doi:10.1017/S0269888918000176; 2018

Towards a Pragmatic Approach to Engineer Cognitive, Agent-Oriented, Distributed Applications
Michael Burkhardt
In: IEEE 3rd International Workshops on Foundations and Applications of Self* Systems; 2018

Semi-Metrification of the Dynamic Time Warping Distance
Brijnesh Jain
In: arXiv:1808.09964; 2018

Condorcet’s Jury Theorem for Consensus Clustering
Brijnesh Jain
In: Proceedings of the 41st German Conference on AI, Berlin, Germany; 2018

Defining Contextual Factors for News Consumption
Benjamin Kille, Özlem Özgöbek, Andreas Lommatzsch
In: Proceedings of the ACM CIKM 2018 Workshops, Turin, Italy; 2018

Gamification in E-Commerce: Tangible vs. Intangible Rewards
Michael Meder, Till Plumbaum, Aleksander Raczkowski, Brijnesh Jain, Sahin Albayrak
In: Proceedings of the 22nd International Academic Mindtrek Conference; 2018

Residential Short-Term Load Forecasting Using Convolutional Neural Networks
Marcus Voß, Christian Bender-Saebelkampf, and Sahin Albayrak
In: 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm); 2018

Adjusted Feature-Aware k-Nearest Neighbors: Utilizing Local Permutation-Based Error for Short-Term Residential Building Load Forecasting
Marcus Voß, Asmaa Haja, Sahin Albayrak
In: IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm); 2018

Application Independent Flexibility Assessment and Forecasting for Controlled EV Charging
Marcus Voß, Mathias Wilhelm, Sahin Albayrak
In: Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems (SMARTGREENS); 2018

The Impact of Electric Vehicles on Low Voltage Grids: A Case Study of Berlin
Mahmoud Draz, Marcus Voß, Daniel Freund, Sahin Albayrak
In: 20th Power Systems Computation Conference (PSCC); 2018

Normalization of Timeseries for Improving Recommendations
Alexandru Ciobanu, Asmaa Haja, Andreas Lommatzsch
In: LWDA-FG KDML, Mannheim, Germany; 2018

A Next Generation Chatbot-Framework for the Public Administration
Andreas Lommatzsch
In: Proceedings of the 18th International Conference on Innovations for Community Services, I4CS 2018, June 18-20, 2018; 2018

EffFeu Project: Efficient Operation of Unmanned Aerial Vehicles for Industrial Fire Fighters
Christopher-Eyk Hrabia, Axel Heßler, Yuan Xu, Jan Brehmer, Sahin Albayrak
In: Proceedings of the 4th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications; 2018

Service Discovery and Composition in Smart Cities
Nizar Ben Sassi, Xuan Thuy Dang, Johannes Fähndrich, Orhan Can Görür, Christian Kuster, Fikret Sivrikaya
In: 30th International Conference on Advanced Information Systems Engineering (CAISE) Forum; 2018

Applying robotic frameworks in a simulated multi-agent contest
Christopher-Eyk Hrabia, Patrick Marvin Lehmann, Nabil Battjbuer, Axel Heßler, Sahin Albayrak
In: Annals of Mathematics and Artificial Intelligence; 2018

Criticality of Components in Service-Oriented Distributed Systems
Maxim Tschumak, Axel Heßler
In: 44th International Conference on Current Trends in Theory and Practice of Computer Science, Krems an der Donau, Austria; 2018

BathTUB team description – multi-agent programming contest 2016
Axel Heßler, Christian Bahrdt, Oguz Serbetci
In: International Journal of Agent-Oriented Software Engineering, Vol. 6, No. 1, pp.118–127.; 2018

Exact Mean Computation in Dynamic Time Warping Spaces
Markus Brill, Till Fluschnik, Vincent Froese,Brijnesh Jain, Rolf Niedermeier, David Schultz
In: SIAM International Conference on Data Mining; 2018

Asymmetric learning vector quantization for efficient nearest neighbor classification in dynamic time warping spaces
Brijnesh Jain, David Schultz
In: Pattern Recognition, Volume 76, April 2018, Pages 349-366; 2018

The Mean Partition Theorem in Consensus Clustering
Brijnesh Jain
In: Pattern Recognition (accepted); 2018

An Agent-Based Network Resource Management Concept for Smart City Services
Doruk Sahinel, Cem Akpolat, Fikret Sivrikaya, Sahin Albayrak
In: IEEE/IFIP Wireless On-demand Network systems and Services Conference (WONS); 2018

Adaptive Reliable Multicast in 802.11 Networks
Thomas Geithner, Fikret Sivrikaya
In: IEEE Wireless Communications and Networking Conference (WCNC); 2018

Social Cobots: Anticipatory Decision-Making for Collaborative Robots Incorporating Unexpected Human Behaviors
Orhan Can Görür, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak
In: ACM/IEEE International Conference on Human Robot Interaction; 2018

Combining Self-Organisation with Decision-Making and Planning
Christopher-Eyk Hrabia, Tanja Katharina Kaiser, Sahin Albayrak
In: Multi-Agent Systems and Agreement Technologies: 15th European Conference, EUMAS 2017, and 5th International Conference, AT 2017, Evry, France, December 14-15, 2017; 2018

Nonsmooth analysis and subgradient methods for averaging in dynamic time warping spaces
David Schultz, Brijnesh Johannes Jain
In: Pattern Recognition, Volume 74, Pages 340-358, 2018; 2018

2017

Toward Integrating Theory of Mind into Adaptive Decision- Making of Social Robots to Understand Human Intention
Orhan Can Görür, Benjamin Rosman, Guy Hoffman, Sahin Albayrak
In: Workshop on “The Role of Intentions in Human-Robot Interaction; 2017

Optimal Warping Paths are unique for almost every pair of Time Series
Brijnesh Jain, David Schultz
In: arXiv preprint arXiv:1705.05681; 2017

Consistency of mean partitions in consensus clustering
Brijnesh Jain
In: Pattern Recognition, Volume 71, November 2017, Pages 26-35; 2017

Warped-Linear Models for Time Series Classification
Brijnesh Jain
In: arXiv preprint arXiv:1711.09156; 2017

CHARIOT: An IoT Middleware for the Integration of Heterogeneous Entities in an Urban Smart Factory
Cem Akpolat, Doruk Sahinel, Fikret Sivrikaya, Grzegorz Lehmann, Sahin Albayrak
In: Federated Conference on Computer Science and Information Systems (FedCSIS); 2017

Reciprocal Impact of Autonomous Vehicles and Network Resource Management
Fikret Sivrikaya, Manzoor Ahmed Khan, Cem Bila, Sahin Albayrak
In: IEEE Vehicular Networking Conference (VNC); 2017

Learning Mechanisms on OWL-S Service Descriptions for Automated Service Selection
Johannes Fähndrich, Nils Masuch, Lars Borchert and Sahin Albayrak
In: 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS); 2017

VEREDELE-FACDS Field Trial: Wide Area Power Quality Assessment With IOT Sensors and Cloud-Based Analytics
Christian Rüster, Fabian Haussel, Nadim El Sayed, Thomas Huehn
In: ETG-Congress 2017 - The Energiewende - Blueprints for the new energy age; 2017

Toward an Interactive Mobility Assistant for Multi-Modal Transport in Smart Cities
Christian Kuster, Nils Masuch, Fikret Sivrikaya
In: 13th International Workshop on Engineering Service-Oriented Applications and Cloud Services (WESOACS), in conjunction with ICSOC, Málaga, Spain, November 13th; 2017

Decision Points for Non-determinism in Concurrent Model Synchronization with Triple Graph Grammars
Frank Trollmann, Sahin Albayrak
2017

Eine Methodik zur Entwicklung von Multiagenten-Systemen auf Basis von Geschäftsprozess-Modellen
Tobias Küster
In: Technische Universität Berlin; 2017

Proceedings of the First International Workshop on Data-Driven Gamification Design (DDGD 2017)
Michael Meder, Amon Rapp, Till Plumbaum, Frank Hopfgartner
In: CEUR-WS.org; 2017

An Evaluation Framework for UAV Surveillance Applications
Michael Ettlinger, Bilge Sarp, Christopher-Eyk Hrabia, Sahin Albayrak
In: The 31st Annual European Simulation and Modelling Conference 2017, Lisbon; 2017

A Primer on Data-Driven Gamification Design
Michael Meder, Till Plumbaum, Sahin Albayrak
In: First International Workshop on Data-Driven Gamification Design Workshop (DDGD2017) at Mindtrek17; 2017

Data-driven Gamification Design
Michael Meder, Amon Rapp, Till Plumbaum, Frank Hopfgartner
In: Proceedings of the 21st International Academic Mindtrek Conference; 2017

New frontiers of quantified self 3: exploring understudied categories of users
Amon Rapp, Federica Cena, Judy Kay, Bob Kummerfeld, Frank Hopfgartner, Till Plumbaum, Jakob Eg Larsen, Daniel A. Epstein, Rúben Gouveia
In: UbiComp/ISWC Adjunct 2017; 2017

Ontological Representation of the Telecom Domain for Advanced AI Applications
Felix Burkhardt, Joachim Stegmann, Till Plumbaum, Christian Sauer, Tilman Becker, Michael Feld
In: Industry Session @ Semantics 2017; 2017

A System for Online News Recommendations in Real-Time with Apache Mahout
Paul Beck, Manuel Blaser, Adrian Michalke, Andreas Lommatzsch
In: Working Notes of the 8th International Conference of the CLEF Initiative, 11 - 14 September, 2017, Dublin - Ireland; 2017

CLEF 2017 NewsREEL Overview: A Stream-based Recommender Task for Evaluation and Education
Andreas Lommatzsch, Benjamin Kille, Frank Hopfgartner, Martha Larson, Özlem Özgöbek, Torben Brodt, Jonas Seiler
In: CLEF '17: Proceedings of the 8th International Conference of the CLEF Initiative; 2017

CLEF NewsREEL 2017: Comparing Multi-dimensional Offline and Online Evaluation of News Recommender Systems
Benjamin Kille, Andreas Lommatzsch, Frank Hopfgartner, Martha Larson, Torben Brodt
In: Working Notes of CLEF 2017, CEUR Workshop Proceedings Vol. 1866; 2017

Developing ICT Solutions for Dynamic Charging of Electric Vehicles
Oussama Smiai, Theodoros Theodoropoulos, Nadim El Sayed, Ramon S. Schwartz, Stèphane Laporte
In: Applications in Electronics Pervading Industry, Environment and Society: APPLEPIES 2016; 2017

A Highly Available Real-time News Recommender based on Apache Spark
Jaschar Domann, Andreas Lommatzsch
In: CLEF 2017: Proceedings of the 8th International Conference of the CLEF Initiative, Dublin, Ireland; 2017

Entwicklung eines Systems zur Verwaltung und Online-Evaluation von Point-Of-Interest Empfehlungsalgorithmen
Jan Marco Jänicke, Benjamin Kille, Andreas Lommatzsch
In: Bachelorarbeit am Fachgebiet AOT der TU Berlin in Kooperation mit der plista GmbH; 2017

Learning about Human Personality
Sebastian Ahrndt, Sahin Albayrak
In: 15th German Conference on Multiagent System Technologies (MATES 2017); 2017

A Stream-based Resource for Multi-Dimensional Evaluation of Recommender Algorithms
Benjamin Kille, Andreas Lommatzsch, Frank Hopfgartner, Martha Larson, Arjen P. de Vries
In: In Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval; 2017

Towards the Automatic Sentiment Analysis of German News and Forum Documents
Andreas Lommatzsch, Florian Bütow, Danuta Ploch, Sahin Albayrak
In: Proceedings of the 17th I4CS Conference, Darmstadt, Germany; 2017

A Multi-Agent Platform for Augmented Reality based Product-Service Systems (Demonstration)
Nils Masuch, Tobias Küster, Johannes Fähndrich, Marco Lützenberger, Sahin Albayrak
In: Proc. of 16th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2017); 2017

An autonomous companion UAV for the SpaceBot Cup competition 2015
Christopher-Eyk Hrabia, Martin Berger, Axel Heßler, Stephan Wypler, Jan Brehmer, Simon Matern, Sahin Albayrak
In: Robot Operating System (ROS) - The Complete Reference (Volume 2); 2017

Towards Goal-driven Behaviour Control of Multi-Robot Systems
Christopher-Eyk Hrabia, Stephan Wypler, Sahin Albayrak
In: 2017 IEEE 3nd International Conference on Control, Automation and Robotics (ICCAR); 2017

Countering Contextual Bias in TV Watching Behavior: Introducing Social Trend as External Contextual Factor in TV Recommenders
Felix Lorenz, Jing Yuan, Andreas Lommatzsch, Mu Mu, Nicholas Race, Frank Hopfgartner, Sahin Albayrak
In: ACM TVX 2017, Hilversum, NL; 2017

On the Approaches for Efficient Mobility Management in SDNized Wireless Networks
Manzoor Ahmed Khan, Sebastian Peters, Xuan Thuy Dang, Tobias Dörsch, Patrick Engelhard
In: International Conference on Communication and Networking (IEEE Comnet'17); 2017

Beyond-5G Vision for IOLITE Community
Doruk Sahinel, Cem Akpolat, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak
In: IEEE Communication Magazine; 2017

Vehicles of the Future: A Survey of Research on Safety Issues
Cem Bila, Fikret Sivrikaya, Manzoor Ahmed Khan, Sahin Albayrak
In: IEEE Transactions on Intelligent Transportation Systems; 2017

2016

IMA: Intermodal Mobility Assistance for Megacities : Schlussbericht : Laufzeit des Vorhabens: 01. Oktober 2012 - 30. November 2015
Jan Keiser, Xuan-Thuy Dang, Nils Masuch, Christian Kuster, Esra Acar, Cem Akpolat, Maximilian Kern, Minh-Hoang Nguyen, Stephan Spiegel, Marius Schulz, Tobias Dörsch
In: Technische Informationsbibliothek Hannover; 2016

A Cognitive Architecture Incorporating Theory of Mind in Social Robots towards Their Personal Assistance at Home
Orhan Can Görür, Sahin Albayrak
In: Workshop on Bio-inspired Social Robot Learning in Home Scenarios at IEEE/RSJ International Conference on Intelligent Robots and Systems 2016 (IROS'16); 2016

Condorcet's Jury Theorem for Consensus Clustering and its Implications for Diversity
Brijnesh Jain
In: arXiv preprint arXiv:1604.07711; 2016

A Reduction Theorem for the Sample Mean in Dynamic Time Warping Spaces
Brijnesh Jain, David Schultz
In: arXiv preprint arXiv:1610.04460; 2016

On the geometry of graph spaces
Brijnesh Jain
In: Discrete Applied Mathematics, Volume 214, 11 December 2016, Pages 126-144; 2016

Statistical Graph Space Analysis
Brijnesh Jain
In: Pattern Recognition, Volume 60, December 2016, Pages 802-812; 2016

New frontiers of quantified self 2: going beyond numbers
Amon Rapp, Federica Cena, Judy Kay, Bob Kummerfeld, Frank Hopfgartner, Till Plumbaum, Jakob Eg Larsen, Daniel A. Epstein, Rúben Gouveia
In: UbiComp '16; 2016

Simulation-Based Development of IoT Applications with Multi-Agent Technology - Current Problems and Future Research Directions
Marco Lützenberger, Sahin Albayrak
In: Proceedings of the 2016 Winter Simulation Conference (WSC 2016), Arlington, VA, USA. pp. 3690-3691. ISBN: 978-1-5090-4485-6; 2016

Approximate Recurrence Quantification Analysis (aRQA) in Code of Best Practice
Stephan Spiegel, David Schultz, Norbert Marwan
In: Recurrence Plots and Their Quantifications: Expanding Horizons: Proceedings of the 6th International Symposium on Recurrence Plots, Grenoble, France, 17-19 June 2015; 2016

Semantic Service Management and Orchestration for Adaptive and Evolving Processes
Johannes Fähndrich, Tobias Küster, Nils Masuch
In: International Journal on Advances in Internet Technology, Vol. 9, Nr. 3&4, pp. 75-88; 2016

Proceedings of the Third International Workshop on Gamification for Information Retrieval (GamifIR 2016), Pisa, Italy, July 21, 2016
Frank Hopfgartner, Gabriella Kazai, Udo Kruschwitz, Michael Meder (Eds.)
In: CEUR-WS.org; 2016

GamifIR 2016 – SIGIR 2016 Workshop on Gamification for Information Retrieval
Michael Meder, Frank Hopfgartner, Gabriella Kazai, Udo Kruschwitz
In: ACM SIGIR Forum; 2016

Engineering IoT Applications by Means of Software Technology and Computer-Aided Simulation (WIP)
Marco Lützenberger, Sahin Albayrak
In: Proceedings of the 48th Summer Computer Simulation Conference (SCSC 2016), Montreal, QC, Canada. pp. 449-454. ISBN: 978-1-5108-2424-9; 2016

PERLEN - Persönliche Lebensdokumentation für Menschen mit Demenz und Pflegepersonen
Martin Pietzonka, Sebastian Ahrndt
In: Medizin Innovativ - MedTech Summit 2016; 2016

A Framework for Adaptive and Goal-Driven Behaviour Control of Multi-Robot Systems (Won Best Doctoral Symposium Paper Award)
Christopher-Eyk Hrabia
In: 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W); 2016

Extending Model Synchronization Results from Triple Graph Grammars to Multiple Models
Frank Trollmann, Sahin Albayrak
In: Theory and Practice of Model Transformations - 9th International Conference, {ICMT} 2016, Held as Part of {STAF} 2016, Vienna, Austria, July 4-5, 2016, Proceedings; 2016

Contextual Factors Involvement for Score Modeling under LambdaRank in Recommender Systems
Jing Yuan, Andreas Lommatzsch, Sahin Albayrak
In: Workshop Women in Machine Learning (WiML), in conjunction with Neural Information Processing Systems (NIPS) , 4th-5th December, 2016; 2016

The News Recommendation Evaluation Lab - Online evaluation of recommender systems
Andreas Lommatzsch
In: Presentation @ 6th RecSys:NL Meetup (2016/09/28); 2016

Process-Oriented Modelling, Creation, and Interpretation of Multi-Agent Systems
Tobias Küster, Axel Heßler, Sahin Albayrak
In: Int. J. Agent-Oriented Software Engineering, Vol. 5, Nr. 2/3, pp. 108-133; 2016

Quality of Context Optimization in Opportunistic Sensing for the Automatization of Sensor Selection over the Internet of Things
Elif Eryilmaz, and Sahin Albayrak
In: ECAI 2016, Workshop Modelling and Reasoning in Context (MRC), August 2016; 2016

Applying Topic Model in Context-Aware TV Programs Recommendation
Jing Yuan, Andreas Lommatzsch, Mu Mu
In: The Conference Lernen, Wissen, Daten, Analysen (LWDA) , Track Knowledge Discovery, Data Mining and Machine Learning (KDML), 12-14 Sept. Potsdam, Germany 2016; 2016

Challenges for Adaptable Quality of Context Recognition in Opportunistic Sensing
Elif Eryilmaz, Frank Trollmann, Sebastian Ahrndt, and Sahin Albayrak
In: VDE Kongress 2016 (ISBN 978-3-8007-4308-7); 2016

Learning Gamification Design - An Usability First Approach for the Enterprise Infoboard Experiment
Michael Meder, Till Plumbaum, Sahin Albayrak
In: Proceedings of the Third International Workshop on Gamification for Information Retrieval co-located with 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Pisa, Italy, July 21, 2016.; 2016

An Interactive e-Government Question Answering System
Malte Schwarzer, Jonas Düver, Danuta Ploch, Andreas Lommatzsch
In: LWDA 2016 conference - Lernen, Wissen, Daten, Analysen (LWDA), Potsdam, Germany, September 12-14, 2016; 2016

Topical Video-On-Demand Recommendations based on Event Detection
Tobias Dörsch, Andreas Lommatzsch, Christian Rakow
In: LWDA conference 2016 - Lernen, Wissen, Daten, Analysen (LWDA), Potsdam, Germany, September 12-14, 2016; 2016

Algorithms Aside: Recommendation as the Lens of Life
Tamas Motajcsek, Jean-Yves Le Moine, Paolo Cremonesi, Kristaps Dobrajs, Frank Hopfgartner, Franca Garzotto, Ayşe Göker, Daniel Kohlsdorf, Andrew Demetriou, Martha Larson, Andreas Lommatzsch, Davide Malagoli, Ngoc Nguyen Thuy, Jasminko Novak, et al.
In: RecSys 2016 - 10th ACM Conference on Recommender Systems, Boston, MA, USA, 15th-19th September 2016; 2016

Idomaar: A Framework for Multi-dimensional Benchmarking of Recommender Algorithms
Mario Scriminaci, Andreas Lommatzsch, Benjamin Kille, Frank Hopfgartner, Martha Larson, Davide Malagoli, Andras Sereny
In: RecSys 2016 - 10th ACM Conference on Recommender Systems, Boston, MA, USA, 15th-19th September 2016; 2016

Multiagent System Technologies - 14th German Conference, MATES 2016, Klagenfurt, Österreich, September 27-30, 2016. Proceedings
Matthias Klusch, Rainer Unland, Onn Shehory, Alexander Pokahr, Sebastian Ahrndt
In: Lecture Notes of Computer Science (9872); 2016

Joint Human-Agent Activities: Challenges and Definition
Sebastian Ahrndt, and Sahin Albayrak
In: 14th German Conference on Multiagent System Technologies (MATES 2016); 2016

Topical Semantic Recommendations for Auteur Films
Christian Rakow, Andreas Lommatzsch, and Till Plumbaum
In: RecSys '16, September 15-19, 2016, Boston, MA, USA; 2016

Overview of NewsREEL'16: Multi-dimensional Evaluation of Real-Time Stream-Recommendation Algorithms
Benjamin Kille, Andreas Lommatzsch, Gebrekirstos Gebremeskel, Frank Hopfgartner, Martha Larson, Jonas Seiler, Davide Malagoli, Andras Sereny, Torben Brodt, Arjen de Vries
In: 7th Intl. Conf. of the CLEF Assosiation, 2016, Evora, France, September 5-8, 2016; 2016

CLEF NewsREEL 2016: Comparing Multi-dimensional Offline and Online Evaluation of News Recommender Systems
Benjamin Kille, Andreas Lommatzsch, Frank Hopfgartner, Martha Larson, Jonas Seiler, Davide Malagoli, Andras Sereny, Torben Brodt
In: In Working Notes of CLEF 2016, Evora, Portugal, September 5-8, 2016, CEUR Workshop Proceedings Vol-1609; 2016

Real-time News Recommendations using Apache Spark
Jaschar Domann, Jens Meiners, Lea Helmers, Andreas Lommatzsch
In: In Working Notes of CLEF 2016, Evora, Portugal, September 5-8, 2016, CEUR Workshop Proceedings Vol-1609; 2016

Clicks Pattern Analysis for Online News Recommendation Systems
Jing Yuan, Andreas Lommatzsch, Benjamin Kille
In: In Working Notes of CLEF 2016, Evora, Portugal, September 5-8, 2016, CEUR Workshop Proceedings Vol-1609; 2016

Development and Evaluation of a Scalable News Recommender System
Patrick Probst, Andreas Lommatzsch
In: In Working Notes of CLEF 2016, Evora, Portugal, September 5-8, 2016, CEUR Workshop Proceedings Vol-1609; 2016

Recommender Ensembles for News Articles based on Most-Popular Strategies
Andreas Lommatzsch, Niels Johannes, Jens Meiners, Lea Helmers, Jaschar Domann
In: Working Notes of CLEF 2016, Evora, Portugal, September 5-8, 2016, CEUR Workshop Proceedings Vol-1609; 2016

Development of a News Recommender System based on Apache Flink
Alexandru Ciobanu, Andreas Lommatzsch
In: Working Notes of CLEF 2016, Evora, Portugal, September 5-8, 2016, CEUR Workshop Proceedings Vol-1609; 2016

Breaking down violence detection: Combining divide-et-impera and coarse-to-fine strategies
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
In: Neurocomputing; 2016

A comprehensive study on mid-level representation and ensemble learning for emotional analysis of video material
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
In: Multimedia Tools and Applications (MTAP); 2016

Breaking down violence detection: Combining divide-et-impera and coarse-to-fine strategies
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
2016

A comprehensive study on mid-level representation and ensemble learning for emotional analysis of video material
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
2016

Design and Use of a Semantic Distance Measure for Interoperability Among Agents
Johannes Fähndrich, Sabine Weber, Sebastian Ahrndt, and Sahin Albayrak
In: 14th German Conference on Multiagent System Technologies (To appear); 2016

Personality and Agents: Formalising State and Effects
Sebastian Ahrndt, Frank Trollmann, Johannes Fähndrich, and Sahin Albayrak
In: 14th German Conference on Multiagent System Technologies (MATES 2016); 2016

Third International Workshop on Gamification for Information Retrieval (GamifIR'16)
Michael Meder, Frank Hopfgartner, Gabriella Kazai, Udo Kruschwitz
In: Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, Pisa, Italy, 17-21 Jul 2016. (In Press); 2016

An Advanced Press Review System Combining Deep News Analysis and Machine Learning Algorithms
Danuta Ploch, Andreas Lommatzsch, Florian Schultze
In: Proc.of the 54th Annual Meeting of the Association for Computational Linguistics; 2016

Topic Tracking in News Streams using Latent Factor Models
Jens Meiners, Andreas Lommatzsch
In: 16th International Conference on Innovations for Community Services, Vienna, Austria; 2016

Get on with it! - Recommender system industry challenges move towards real-world, online evaluation
Andreas Lommatzsch, Jonas Seiler, and Daniel Kohlsdorf
In: Presentation @ ECIR2016 Industry Day, Padua, Italy, March 23rd, 2016; 2016

Semantic Service Management for Enabling Adaptive and Evolving Processes
Johannes Fähndrich, Tobias Küster, Nils Masuch
In: Proc. of 11th Int. Conf. on Internet and Web Applications and Services (ICIW 2016); 2016

Using Personality Models as Prior Knowledge to Accelerate Learning About Stress-Coping Preferences
Sebastian Ahrndt, Marco Lützenberger, Stephen M. Prochnow, and Sahin Albayrak
In: John Thangarajah, Karl Tuyls, Catholijn Jonker, and Stacy Marsella (eds.) Proceedings of the 15th International Conferences on Autonomous Agents and Multiagent Systems (AAMAS 2016), Singapore. pp. 1485-1487. IFAAMAS. ISBN: 978-1-4503-4239-1; 2016

Multi-Agent Systems in Practice - When Research Meets Reality
Marco Lützenberger, Tobias Küster, Nils Masuch, Johannes Fähndrich, and Sahin Albayrak
In: John Thangarajah, Karl Tuyls, Catholijn Jonker, and Stacy Marsella (eds.) Proceedings of the 15th International Conferences on Autonomous Agents and Multiagent Systems (AAMAS 2016), Singapore. pp. 796-805. IFAAMAS. ISBN: 978-1-4503-4239-1; 2016

Benchmarking News Recommendations: The CLEF NewsREEL Use Case
Frank Hopfgartner,Torben Brodt, Jonas Seiler, Benjamin Kille, Andreas Lommatzsch, Martha Larson, Roberto Turrin, Andras Sereny
In: SIGIR Forum; 2016

Towards reproducibility in recommender-systems research
Joeran Beel, Corinna Breitinger, Stefan Langer, Andreas Lommatzsch, Bela Gipp
In: User Modeling and User-Adapted Interaction (UMAI); 2016

Buildings as active components in smart grids
Nicole Riediger, Friedrich Sick, Jan Keiser
In: Proceedings of the Sustainable Build Environment Conference (SBE 16), Hamburg, Germany; 2016

Human-Agent Teamwork: What is predictability, why is it important?
Sebastian Ahrndt, Johannes Fähndrich, and Sahin Albayrak
In: Intelligent Robotics and Multi-Agent Systems (IRMAS) Track of the 31st ACM/SIGAPP Symposium on Applied Computing (SAC 2016); 2016

2015

Sentiment Analysis with Machine Learning Algorithms on German News Articles
Florian Bütow, Florian Schultze, Leopold Strauch, Danuta Ploch, Andreas Lommatzsch
2015

Agent-Based Adaptive Mobile Computing in Games: Demonstration
Damian Burke, Axel Heßler, Sahin Albayrak
In: AAMAS2015, International Conference on Autonomous Agents and Multiagent System, 4-8 May, 2015, Istanbul, Turkey; 2015

ECIR 2015 workshop on gamification for information retrieval (GamifIR'15)
Frank Hopfgartner, Gabriella Kazai, Udo Kruschwitz, Michael Meder
In: ACM SIGIR Forum; 2015

Extending Model to Model Transformation Results from Triple Graph Grammars to Multiple Models.
Frank Trollmann, Sahin Albayrak
In: Theory and Practice of Model Transformations - 8th International Conference, {ICMT} 2015, Held as Part of {STAF} 2015, L'Aquila, Italy, July 20-21, 2015. Proceedings; 2015

Automation in Model-based Usability Evaluation of Adaptive User Interfaces by Simulating User Interaction
Michael Quade
In: Doctoral Thesis, Technische Universität Berlin, Berlin, Germany; 2015

Overview of CLEF NewsREEL 2015: News Recommendation Evaluation Lab
Benjamin Kille, Andreas Lommatzsch, Roberto Turrin, Andras Sereny, Martha Larson, Torben Brodt, Jonas Seiler, Frank Hopfgartner
In: Working Notes for the CLEF 2015 Conference; 2015

Flexible Energy Management System for Residential Demand Response in Smart Microgrids
Ogun Yurdakul, Cem Akpolat, Sahin Albayrak
2015

A Metrics Framework for Quantifying Autonomy in Complex Systems
Christopher-Eyk Hrabia, Nils Masuch, Sahin Albayrak
In: Multiagent System Technologies: 13th German Conference, MATES 2015, Revised Selected Papers (Lecture Notes in Computer Science), Cottbus, Germany, September 28-30, 2015; 2015

A Simulation Tool That Facilitates the Planning and the Development of Micro Smart Grids
Marco Lützenberger, Sahin Albayrak
In: Proceedings of the 2015 Winter Simulation Conference (WSC 2015), Huntington Beach, CA, USA. pp. 3210-3211; 2015

How Can Cognitive Modeling Benefit from Ontologies? Evidence from the HCI Domain
Marc Halbrügge, Michael Quade, Klaus-Peter Engelbrecht
2015

Situation Awareness Meets Ontologies: A Context Spaces Case Study
Andrey Boytsov, Arkady Zaslavsky, Elif Eryilmaz, and Sahin Albayrak
In: The Ninth International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT'15); 2015

Conceptual Application of the MAPE-K Feedback Loop to Opportunistic Sensing
Elif Eryilmaz, Frank Trollmann, and Sahin Albayrak
In: 10th Workshop: Sensor Data Fusion: Trends, Solutions, Applications (SDF 2015); 2015

Predicting GEMS Based on PDA-Assessed Gestural Motion Data
Melanie Irrgang, Hauke Egermann, Esra Acar Celik, Andreas Lommatzsch
In: 11th International Symposium on Computer Music Multidisciplinary Research (CMMR), Plymouth, UK , 16-19 June 2015.; 2015

Development and Evaluation of a Highly Scalable News Recommender System
Ilya Verbitskiy, Patrick Probst, Andreas Lommatzsch
In: Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015; 2015

Context-aware LDA: Balancing Relevance and Diversity in TV Content Recommenders
Jing Yuan, Fikret Sivrikaya, Frank Hopfgartner, Andreas Lommatzsch, Mu Mu
In: Workshop RecsysTV, in conjunction with RecSys 2015, 19th Sept. Vienna, Austria; 2015

Time Series Distance Measures: Segmentation, Classification, and Clustering of Temporal Data
Stephan Spiegel
In: Technische Universität Berlin (PhD Thesis); 2015

Time Series Classification using Compressed Recurrence Plots
Thilo Michael, Stephan Spiegel, Sahin Albayrak
In: ECML-PKDD-15: Lecture Notes in Artificial Intelligence” (LNAI) Series, Springer; 2015

Time Series Classification in Dissimilarity Spaces
Brijnesh Johannes Jain, Stephan Spiegel
In: ECML-PKDD-15: Lecture Notes in Artificial Intelligence” (LNAI) Series, Springer; 2015

Distributed Attack Graph Generation
Kerem Kaynar, Fikret Sivrikaya
In: IEEE Transactions on Dependable and Secure Computing; 2015

Stream-Based Recommendations: Online and Offline Evaluation as a Service
Benjamin Kille, Andreas Lommatzsch, Roberto Turrin, Andras Sereny, Martha Larson, Torben Brodt, Jonas Seiler, Frank Hopfgartner
2015

Adaptive Multi-Stage Optimisation for EV Charging Integration into Smart Grid Control
Christopher-Eyk Hrabia, Tobias Küster, Marcus Voß and Francisco Denis Pozo Pardo
In: PRIMA 2015: Principles and Practice of Multi-Agent Systems Volume 9387 of the series Lecture Notes in Computer Science pp 622-630; 2015

eRing: Multiple Finger Gesture Recognition with one Ring Using an Electric Field
Mathias Wilhelm , Daniel Krakowczyk, Frank Trollmann, Sahin Albayrak
In: Proceedings of the 2Nd International Workshop on Sensor-based Activity Recognition and Interaction (WOAR'15); 2015

A Generic Simulation Model for Strategic Level Driver Behavior
Marco Lützenberger, Sahin Albayrak
In: Proceedings of the 47th Summer Computer Simulation Conference (SCSC 2015), Chicago, IL, USA. pp. 275-284; 2015

Self-Explanation through Semantic Annotation: A Survey
Johannes Fähndrich, Sebastian Ahrndt, and Sahin Albayrak
In: Proc. of the 10th International Symposium Advances in Artificial Intelligence and Applications (AAIA 2015); 2015

Optimizing and Evaluating Stream-based News Recommendation Algorithms
Andreas Lommatzsch, Sebastian Werner
In: Proc. of the Sixth International Conference of the CLEF Association, CLEF'15, Toulouse, France, 8-11. Sept.; 2015

Fusion of Learned Multi-Modal Representations and Dense Trajectories for Emotional Analysis in Videos
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
In: Workshop on Content-Based Multimedia Indexing (CBMI); 2015

Detecting Violent Content in Hollywood Movies and User-Generated Videos
Esra Acar Celik, Melanie Irrgang, Dominique Maniry, Frank Hopfgartner
In: Smart Information Systems; 2015

Designing New Experiences in the Smart Home: Multi-Camera Person Localization Framework to Document Predefined Situations
Klaus-Peter Engelbrecht, Sebastian Schmiedeke, Michael Quade, Sebastian Möller
In: Proceedings of Intelligent Environments 2015; 2015

Applied Distributed Information Retrieval in Enterprise Search
Erwin Gunadi, Till Plumbaum, Sahin Albayrak
In: CEUR-WS vol. 1338, Supporting Complex Search Tasks Workshop, ECIR 2015, Vienna, Austria; 2015

Information Aggregation in an Enterprise
Erwin Gunadi, Sahin Albayrak
In: Smart Information Systems, p. 99-122, Frank Hopfgartner, Springer International Publishing; 2015

Forschungscampus Mobility2Grid - Erfahrungen zur Realisierung von Smart Grid Architekturen im Forschungs- und Laborumfeld
Andreas F. Raab, Jan Keiser, Robert Schmidt, Paul Röger, Johannes Sigulla, Nadim El Sayed, Jochen Twele, Christian Clemens, Jacob Sorge, Niklas Prieß, Peter Teske, Markus Gronau, Sahin Albayrak, Marco Lützenberger, Fabian Reetz, Ben Wilfert, Jens Krause,
2015

Second International Workshop on Gamification for Information Retrieval
Frank Hopfgartner, Gabriella Kazai, Udo Kruschwitz, Michael Meder, Mark Shovman, (Eds.)
In: 37th European Conference on Information Retrieval (ECIR 2015); 2015

A common approach to intelligent energy and mobility services in a smart city environment
Marco Lützenberger, Nils Masuch, Tobias Küster, Daniel Freund, Marcus Voß, Christopher-Eyk Hrabia, Denis Pozo, Johannes Fähndrich, Frank Trollmann, Jan Keiser, Sahin Albayrak
In: Journal of Ambient Intelligence and Humanized Computing, 6(3):337-350; 2015

Modelling of Personality in Agents: From Psychology to Implementation
Sebastian Ahrndt, Johannes Fähndrich, and Sahin Albayrak
In: Fourth International Workshop on Human-Agent Interaction Design and Models (HAIDM 2015) at AAMAS 2015; 2015

A Multi-Dimensional Metrics Framework for Measuring Autonomy in Complex Systems
Christopher-Eyk Hrabia, Nils Masuch, and Sahin Albayrak
In: ARMS workshop affiliated with The 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015); 2015

A Formal Description of a Mapping from Business Processes to Agents
Tobias Küster, Marco Lützenberger, Sahin Albayrak
In: Engineering Multi-Agent Systems -- Third International Workshop, EMAS 2015, Istanbul, Turkey, May 5, 2015, Revised, Selected, and Invited Papers; 2015

Multi-stage Smart Grid Optimisation with a Multiagent System (Demonstration)
Christopher-Eyk Hrabia, Francisco Denis Pozo Pardo, Tobias Küster, Sahin Albayrak
In: AAMAS '15 Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems Pages 1937-1938; 2015

A Predictive Model of Human Error based on User Interface Development Models and a Cognitive Architecture
Marc Halbrügge, Michael Quade and Klaus-Peter Engelbrecht
2015

Intelligent News Aggregator for German with Sentiment Analysis
Danuta Ploch
In: Smart Information Systems, pp 5-46, Frank Hopfgartner; 2015

Cause and Effect - An Agent-Based Approach to Simulate Strategic Level Driver Behavior
Marco Lützenberger
In: Doctoral Dissertation, Technische Universität Berlin, Berlin, Germany; 2015

Approximation of diagonal line based measures in recurrence quantification analysis
David Schultz, Stephan Spiegel, Norbert Marwan, Sahin Albayrak
In: Physics Letters A; 2015

An Overview of a Mapping from BPMN to Agents (Extended Abstract)
Tobias Küster, Marco Lützenberger
In: Rafael H. Bordini, Edith Elkind, Gerhard Weiß, and Pinar Yolum (eds.) Proceedings of the 14th International Conferences on Autonomous Agents and Multiagent Systems (AAMAS 2015), Istanbul, Turkey. pp. 1783-1784. IFAAMAS; 2015

Modelling of Personality in Agents: From Psychology to Logical Formalisation and Implementation (Extended Abstract)
Sebastian Ahrndt, Johannes Fähndrich, Marco Lützenberger, and Sahin Albayrak
In: Rafael H. Bordin, Edith Elkind, Gerhard Weiß, and Pinar Yolum (eds.) Proceedings of the 14th International Conferences on Autonomous Agents and Multiagent Systems (AAMAS 2015), Istanbul, Turkey. pp. 1691-1692. IFAAMAS; 2015

Intermodal Mobility Assistance for Megacities
Esra Acar Celik, Marco Lützenberger, Marius Schulz
In: Frank Hopfgartner, editor, Smart Information Systems, pp. 345-368; 2015

Twitter Sentiment Tracking for Predicting Marketing Trends
Cagdas Esiyok, Sahin Albayrak
In: Smart Information Systems - Computational Intelligence for Real-Life Applications, pp. 47-74, Springer; 2015

Personalized Fashion Advice
Till Plumbaum, Benjamin Kille
In: Smart Information Systems - Computational Intelligence for Real-Life Applications, Springer; 2015; 2015

Personalized Information Access Using Semantic Knowledge
Till Plumbaum, Andreas Lommatzsch
In: Smart Information Systems - Computational Intelligence for Real-Life Applications, Springer; 2015; 2015

Health Assistance for Immigrants
Till Plumbaum, Funda Klein-Ellinghaus, Anna Reeske, Kristin Pelz, Frank Hopfgartner
In: Smart Information Systems - Computational Intelligence for Real-Life Applications, Springer; 2015; 2015

Gamification of Workplace Activities
Michael Meder, Brijnesh Johannes Jain, Till Plumbaum, Frank Hopfgartner
In: Smart Information Services - Computational Intelligence for Real-Life Applications, Springer; 2015

Discovery of Driving Behavior Patterns
Stephan Spiegel
In: Smart Information Services - Computational Intelligence for Real-Life Applications, Springer; 2015

Optimization of In-House Energy Demand
Stephan Spiegel
In: Smart Information Services - Computational Intelligence for Real-Life Applications, Springer; 2015

Real-time Recommendations for User-Item Streams
Andreas Lommatzsch, Sahin Albayrak
In: Proc. of the 30th ACM/SIGAPP Symposium On Applied Computing, Salamanca, Spain (SAC 2015); 2015

Programming of Multiagent Applications with JIAC
Marco Lützenberger, Tobias Küster, Thomas Konnerth
In: Paulo Leitão and Stamatis Karnouskos, editors, Industrial Agents - Emerging Applications of Software Agents in Industry. pp. 381-400; 2015

Predictability in Human-Agent Cooperation: Adapting to Humans' Personalities
Sebastian Ahrndt, Benjamin Breitung, Johannes Fähndrich, and Sahin Albayrak
In: Cooperative Systems (COSYS) Track of the 30th ACM/SIGAPP Symposium on Applied Computing (SAC 2015); 2015

Ants in the OCEAN: Modulating Agents with Personality for Planning with Humans
Sebastian Ahrndt, Armin Aria, Johannes Fähndrich, and Sahin Albayrak
In: 12th European Conference on Multi-Agent Systems (EUMAS 2014); 2015

BOOK CHAPTER: Cloud Computing - Future of the Past
Manzoor Ahmed Khan, Fikret Sivrikaya
In: Research and Applications in Global Supercomputing, published by IGI Global Publishers.; 2015

2014

User centric networking and services [Guest Editorial]
Rute Sofia, Alessandro Bogliolo, Fikret Sivrikaya, Huiling Zhu, Olivier Marce, David Valerdi
In: IEEE Communications Magazine; 2014

Energieeffizienzsteigerung bei der flexiblen Energieversorgung von Gebäuden
Dirk Fischer, Jürgen Tacken, Severin Beucker, Marcus Voß, Daniel Freund, Grzegorz Lehmann, Manfred Riedel
In: Smart Energy 2014; 2014

TUB-IRML at MediaEval 2014 Visual Privacy Task: Privacy Filtering through Blurring and Color Remapping
Dominique Maniry, Esra Acar Celik, Sahin Albayrak
In: MediaEval 2014 Workshop; 2014

TUB-IRML at MediaEval 2014 Violent Scenes Detection Task: Violence Modeling through Feature Space Partitioning
Esra Acar Celik, Sahin Albayrak
In: MediaEval 2014 Workshop; 2014

How Adaptive Aggregate Contextual Recommender Benifits IP-based TV Services
Jing Yuan
In: Doctoral Consortium of ACM Conference on TVX 2014, Newcastle upon Tyne, UK; 2014

An innovative next generation E-mobility infrastructure: the eCo-FEV project
Vincenzo Cirimele, Michela Diana, Nadim El Sayed, Fabio Freschi, Paolo Guglielmi, Giovanni Piccoli
In: IEEE 2014 International Electric Vehicle Conference, DOI: 10.1109/IEVC.2014.7056230; 2014

Sensorbasierte Aktivitätserkennung im häuslichen Umfeld
Felix Rodemund, Sahin Albayrak, Harald Klaus
In: 7. Deutscher AAL-Kongress 2014, Berlin, Germany; 2014; 2014

Trends in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection.
Javier Bajo, Juan M. Corchado, Philippe Mathieu, Andrew Campbell, Alfonso Ortega, Emmanuel Adam, Elena M. Navarro, Sebastian Ahrndt, Maria Moreno, and Vicente Julian
In: 12th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2014); 2014

Model-driven Development and Validation of Multi-agent Systems in JIAC V with the Agent World Editor
Christian Kuster, Tobias Küster, Marco Lützenberger, Sahin Albayrak
In: Proc. of 5th Int. Conf. on Ambient Systems, Networks and Technologies (ANT 2014); 2014

Formal Language Decomposition into Semantic Primes
Johannes Fähndrich, Sebastian Ahrndt, and Sahin Albayrak
In: Advances in Distributed Computing and Artificial Intelligence Journal (ADCAIJ); 2014

Front- and Back-of-Tablet Pointing with Grasping Hands
Katrin Wolf, Markus Schneider, John Mercouris, Christopher-Eyk Hrabia
In: International Journal of Mobile Human Computer Interaction (IJMHCI); 2014

Simplified planning and control with biologically inspired mechanisms for multi-robot systems
Christopher-Eyk Hrabia
In: MATES Doctoral Consortium 2014; 2014

An Extended Data Model Format for Composite Recommendation
Alan Said, Babak Loni, Roberto Turrin, Andreas Lommatzsch
In: Proceedings of the 8th RecSys conference 2014; 2014

An analysis of the 2014 RecSys Challenge
Daniele Loiacono, Andreas Lommatzsch, and Roberto Turrin
In: Proceedings of the 2014 Recommender Systems Challenge; 2014

Optimizing and Evaluating Stream-based News Recommendation Algorithms
Sebastian Werner, Andreas Lommatzsch
In: CLEF 2014; 2014

Semantic Service Manager -– Enabling Semantic Web Technologies in Multi-Agent Systems
Nils Masuch, Christian Kuster, Sahin Albayrak
In: Proceedings of the Joint Workshops on Semantic Web and Big Data Technologies, INFORMATIK 2014, Stuttgart, Germany, 2014; 2014

The Gamification Design Problem
Michael Meder, Brijnesh Johannes Jain
In: CoRR - arxiv.org; 2014

The Video Browser Showdown: A Live Evaluation of Interactive Video Search Tools
Klaus Schoeffmann, David Ahlström, Werner Bailer, Claudiu Cobârzan, Frank Hopfgartner, Kevin McGuinness, Cathal Gurrin, Christian Frisson, Duy-Dinh Le, Manfred del Fabro, Hongliang Bai
In: International Journal of Multimedia Information Retrieval; 2014

Advances in Multimedia Modeling, 20th International Conference, MMM 2014 (Part II)
Cathal Gurrin, Frank Hopfgartner, Wolfgang Hürst, Håvard Johansen, Hyowon Lee, Noel E. O\'Connor
In: Springer Verlag; 2014

Advances in Multimedia Modeling, 20th International Conference, MMM 2014 (Part I)
Cathal Gurrin, Frank Hopfgartner, Wolfgang Hürst, Håvard Johansen, Hyowon Lee, Noel E. O'Connor
2014

Beyond Single-Shot Text Queries: Bridging the Gap(s) Between Research Communities
Udo Kruschwitz, Frank Hopfgartner, Cathal Gurrin
In: iConference'14: Proceedings of the Annual Conference of the iSchools organization; 2014

Proceedings of the MindTheGap'14 Workshop
Udo Kruschwitz, Frank Hopfgartner, Cathal Gurrin
In: CEUR; 2014

User-Item Reciprocity in Recommender Systems: Incentivizing the Crowd
Alan Said, Martha Larson, Domonkos Tikk, Paolo Cremonesi, Alexandros Karatzoglou, Frank Hopfgartner, Roberto Turrin, Joost Geurtz
In: UMAP ProS'14: Proceedings of the UMAP Project Synergy Workshop; 2014

Proceedings LinkQS 2014: Linking the Quantified Self Workshop
Amon Rapp, Frank Hopfgartner, Till Plumbaum, Bob Kummerfeld, Judy Kay, Eelco Herder
In: CEUR; 2014

Overview of CLEF NEWSREEL 2014: News Recommendations Evaluation Labs
Benjamin Kille, Torben Brodt, Tobias Heintz, Frank Hopfgartner, Andreas Lommatzsch, Jonas Seiler
In: CLEF 2014 Evaluation Labs and Workshop; 2014

Benchmarking News Recommendations in a Living Lab
Frank Hopfgartner, Benjamin Kille, Andreas Lommatzsch, Till Plumbaum, Torben Brodt, Tobias Heintz
In: CLEF'14: Proceedings of the 5th International Conference of the CLEF Initiative; 2014

News Visualization based on Semantic Knowledge
Sebastian Arnold, Damian Burke, Tobias Dörsch, Bernd Loeber, Andreas Lommatzsch
In: ISWC 2014 - International Semantic Web Conference, October 19-23, 2014, Riva del Garda, Trentino, Italy; 2014

Comparative Evaluation of Recommendation Systems for Digital Media
Domonkos Tikk, Roberto Turrin, Martha Larson, David Zibriczky, Davide Malagoli, Alan Said, Andreas Lommatzsch, Sandor Szeely
2014

IMA - An Adaptable and Dynamic Service Platform for Intermodal Mobility Assistance
Jan Keiser, Nils Masuch, Marco Lützenberger, Dennis Grunewald, Maximilian Kern, Frank Trollmann, Esra Acar Celik, Cigdem Avici Salma, Xuan-Thuy Dang
In: Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems (ITSC 2014), Qingdao, China.; 2014

A Visualization Tool for Violent Scenes Detection
Dominique Maniry, Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
In: International Conference on Multimedia Retrieval (ICMR); 2014

BestTime: Finding Representatives in Time Series Datasets
Stephan Spiegel, David Schultz, Sahin Albayrak
In: ECML-PKDD-14: Lecture Notes in Artificial Intelligence” (LNAI) Series, Springer; 2014

A Recurrence Plot-based Distance Measure
Stephan Spiegel, Brijnesh Johannes Jain, Sahin Albayrak
In: Springer Proceedings in Mathematics & Statistics (Volume 103 2014) - Translational Recurrences: From Mathematical Theory to Real-World Applications; 2014

Applying Heuristics and Stochastic Optimization for Load-Responsive Charging in a Smart Grid Architecture
Tobias Küster, Marco Lützenberger, Marcus Voß, Daniel Freund, Sahin Albayrak
In: Proceedings of the 5th IEEE PES Innovative Smart Grid Technologies (ISGT), Istanbul, Turkey.; 2014

Predicting Task Execution Times by Deriving Enhanced Cognitive Models from User Interface Development Models
Michael Quade, Marc Halbrügge, Klaus-Peter Engelbrecht, Sahin Albayrak, Sebastian Möller
In: EICS '14, Rome, Italy; 2014

Users' Reading Habits in Online News Portals
Cagdas Esiyok, Benjamin Kille, Brijnesh Johannes Jain, Frank Hopfgartner, Sahin Albayrak
In: Proceedings of the Information Interaction in Context Conference (IIiX'14); 2014

An Agile Method for Multiagent Software Engineering
Jaschar Domann, Sindy Hartmann, Michael Burkhardt, Alexander Barge, Sahin Albayrak
2014

Integrating Electric Vehicles into Smart Grid Infrastructures - A Simulation-Based Approach that became Reality
Marco Lützenberger, Tobias Küster, Sahin Albayrak
In: A. Tolk, S. D. Diallo, I. O. Ryzhov, L. Yilmaz, S. Buckley, J. A. Miller (eds.) Proceedings of the 2014 Winter Simulation Conference (WSC 2014), Savannah, GA, USA. pp. 1061-1072; 2014

Building a Medical Research Cloud in the EASI-CLOUDS Project
Christoph Fiehe, Anna Litvina, Jakob Tonn, Jie Wu, Michael Scheel, Andre Brinkmann, Lars Nagel, Krishnaprasad Narayanan, Carsten Zoth, Hans-Joachim Goltz, Steffen Unger, Wolfgang Thronicke, Fabian Pursche
In: 6th International Workshop on Science Gateways, IWSG 2014, Dublin, Ireland; 2014

Current Frontiers in Reproducing Human Driver Behavior (Won the Best Paper Award)
Marco Lützenberger, Sahin Albayrak
In: Proceedings of the 46th Summer Computer Simulation Conference. Monterey, CA, USA, pp. 514-521; 2014

A Review of Network Mobility Protocols For Fully Electrical Vehicles Services
Sofiane Imadali, Arnaud Kaiser, Fikret Sivrikaya, Nadim El Sayed, Michael Boc, Witold Klaudel, Alexandru Petrescu, Vèronique Vèque
In: IEEE Intelligent Transportation Systems (ITS) Magazine; 2014

Autonomous Resource Allocation and Strategy Optimization in Wireless Networks
Mürsel Yildiz, Manzoor Ahmed Khan
In: Springer Lecture Notes in Social Networks: User-Centric Networking; 2014

Mobility Management in ULOOP
Sebastian Peters, Francisco Denis Pozo Pardo, Qing Zhou
In: Springer Lecture Notes in Social Networks: User-Centric Networking; 2014

Mobility Support in User-Centric Networks
Fikret Sivrikaya, Stefano Salsano, Marco Bonola, Marco Trenca
In: Springer Lecture Notes in Social Networks: User-Centric Networking; 2014

User-centric Networking: Cooperation in Wireless Networks
Rute Sofia, Paulo Mendes, Huiling Zhu, Alessandro Bogliolo, Fikret Sivrikaya, Paolo Di Francesco
In: Springer Book on COST-WiNeMO (Wireless Networking for Moving Objects); 2014

A Service Framework for Emerging Markets
Manzoor Ahmed Khan, Xuan-Thuy Dang, Nuri Kayaoglu
In: 21st International Conference on Telecommunications, Lisbon, Portugal.; 2014

When to recommend What? A survey on the role of context factors in IP-based TV Services
Jing Yuan, Frank Hopfgartner, Fikret Sivrikaya, Stefan Marx
In: MindTheGap'14 Workshop, colocated with iConference'14, Berlin, Germany (BEST PAPER AWARD); 2014

Local Mobility Anchor Coordination in a Dynamic LMA Environment
Qing Zhou, Sebastian Peters, Fikret Sivrikaya, Rute Sofia
In: IETF Internet-Draft; 2014

eCo-FEV: efficient Cooperative infrastructure for Fully Electric Vehicles
Nadim El Sayed, Lan Lin, Fei Gao, Xiaodong Shi
In: IEEE Transportation Electrification Newsletter; 2014

Distributed Enterprise Search using Software Agents
Erwin Gunadi, Michael Meder, Till Plumbaum, Christian Scheel, Frank Hopfgartner and Sahin Albayrak
In: AAMAS 2014 International conference on Autonomous Agents and Multi-Agent Systems Paris, France — May 05 - 09, 2014; 2014

A Mobile Electronic Patient Record System for a new Healthcare Professional in Germany: The agneszwei app
Sebastian Ahrndt, Andreas Rieger, and Sahin Albayrak
In: Technical Report, Technische Universität Berlin, Sep. 2014; 2014

Providing Multilingual Access to Health-Related Content
Till Plumbaum, Sascha Narr, Elif Eryilmaz, Frank Hopfgartner, Funda Klein-Ellinghaus, Anna Reese, and Sahin Albayrak
In: 25th European Medical Informatics Conference (MIE 2014); 2014

Home Monitoring of Health: Virtual Home Health Station
Elif Eryilmaz, Sahin Albayrak
In: 25th European Medical Informatics Conference (MIE 2014); 2014

Evaluation of a mobile EPR system for a new Healthcare Professional in Germany
Sebastian Ahrndt, Andreas Rieger, Elif Eryilmaz, and Sahin Albayrak
In: 25th European Medical Informatics Conference (MIE 2014); 2014

Personalized Fall Risk Assessment Tool by using the Data Treasure contained in Mobile Electronic Patient Records
Elif Eryilmaz, Sebastian Ahrndt, Johannes Fähndrich, and Sahin Albayrak
In: 25th European Medical Informatics Conference (MIE 2014); 2014

Are there Semantic Primes in Formal Languages?
Johannes Fähndrich, Sebastian Ahrndt, and Sahin Albayrak
In: 11th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2014); 2014

Towards a Holistic Approach for Problems in the Energy and Mobility Domain (Won the Best Paper Award)
Marco Lützenberger, Nils Masuch, Tobias Küster, Jan Keiser, Daniel Freund, Marcus Voß, Christopher-Eyk Hrabia, Francisco Denis Pozo Pardo, Johannes Fähndrich, Frank Trollmann, Sahin Albayrak
In: Procedia Computer Science, 32(0):780-787; 2014

Towards Process-Oriented Modelling and Creation of Multi-Agent Systems
Tobias Küster, Axel Heßler, Sahin Albayrak
In: Engineering Multi-Agent Systems -- Second International Workshop, EMAS 2014, Paris, France, May 5-6, 2014, Revised Selected Papers; 2014

Human-Aware Planning: A Survey related to Joint Human-Agent Activities
Sebastian Ahrndt, Johannes Fähndrich, and Sahin Albayrak
In: 12th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2014); 2014

HPLAN: Facilitating the Implementation of Joint Human-Agent Activities
Sebastian Ahrndt, Philipp Ebert, Johannes Fähndrich, and Sahin Albayrak
In: 12th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2014); 2014

Engineering JIAC Multi-Agent Systems (Demonstration)
Marco Lützenberger, Tobias Küster, Nils Masuch, Jakob Tonn, Sahin Albayrak
In: Alessio Lomuscio, Paul Scerri, Ana Bazzan, and Michael Huhns (eds.) Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), Paris, France, pp. 1647-1648; 2014

Micro Smart Grids and Electromobility Charging Optimization with a Distributed Agent Application (Demonstration)
Christopher-Eyk Hrabia, Marco Lützenberger, Tobias Küster
In: Alessio Lomuscio, Paul Scerri, Ana Bazzan, and Michael Huhns (eds.) Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), Paris, France, pp. 1679-1680; 2014

Visual and auditory Metaphors as Factors of Motivation in Fitness and Health Coaching
Martin Zöllig, Jelena Zach, Daniela Hery, Harald Klaus, Gesche Joost, Sahin Albayrak
In: Berlin; 2014

Real-Time News Recommendations using Context-aware Ensembles
Andreas Lommatzsch, Sahin Albayrak
In: ECIR 2014, Amsterdam; 2014

Smart Grid Architectures and the Multi-Agent System Paradigm
Cagri Yilmaz, Sahin Albayrak, Marco Lützenberger
In: Proceedings of the 4th International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, Chamonix, France, pp. 90-95; 2014

A Driver’s Mind - Psychology runs Simulation
Marco Lützenberger, Sahin Albayrak
In: Davy Janssens, Ansar-Ul-Haque Yasar, and Luk Knapen (eds.) Data Science and Simulation in Transport Research, pp. 182-205. IGI Global; 2014

Autonomic Load Balancing In The Future Disintegrated And Virtualized Networks
Manzoor Ahmed Khan , Vincent Foix-Cablé , Liu Yalin , Zoran Despotovic
In: Proceedings of SONET, IEEE WCNC 2014.; 2014

Energy Disaggregation meets Heating Control
Stephan Spiegel, Sahin Albayrak
In: SAC-14: Proceedings of Symposium on Applied Computing, Gyeongju, Korea; 2014

Fast Time Series Classification under Lucky Time Warping Distance
Stephan Spiegel, Brijnesh Johannes Jain, Sahin Albayrak
In: SAC-14: Proceedings of Symposium on Applied Computing, Gyeongju, Korea; 2014

DAIKnow: A Gamified Enterprise Bookmarking System
Michael Meder, Till Plumbaum, Frank Hopfgartner
In: ECIR'14, Demo Session: Proceedings of the 36st European Conference on Information Retrieval; 2014

Towards Automated Service Matchmaking and Planning for Multi-Agent Systems with OWL-S - Approach and Challenges
Johannes Fähndrich, Nils Masuch, Hilmi Yildirim, Sahin Albayrak
In: Proceedings of the 9th International Workshop on Semantic Web Enabled Software Engineering (SWESE 2013), Berlin, Germany; 2014

Audio-Visual Classification Video Browser
David Scott, Zhenxing Zhang, Rami Albatal, Kevin McGuinness, Esra Acar Celik, Frank Hopfgartner, Cathal Gurrin, Noel E. O'Connor Alan F. Smeaton
In: MMM'14: Proceedings of the 20th International Conference on Multimedia Modeling; 2014

Understanding Affective Content of Music Videos Through Learned Representations
Esra Acar Celik,Frank Hopfgartner,Sahin Albayrak
In: MMM'14: Proceedings of the 20th International Conference on Multimedia Modeling; 2014

2013

SimSpark: An Open Source Robot Simulator Developed by the RoboCupCommunity
Yuan Xu, Hedayat Vatankhah
In: the Proceedings of the 17th Annual RoboCup International Symposium; 2013

A Multi-Agent Approach to Professional Software Engineering
Marco Lützenberger, Tobias Küster, Thomas Konnerth, Alexander Thiele, Nils Masuch, Axel Heßler, Jan Keiser, Michael Burkhardt, Silvan Kaiser, Jakob Tonn, Michael Kaisers, and Sahin Albayrak
In: Massimo Cossentino, Amal El Fallah Seghrouchni, and Michael Winikoff (eds.) Engineering Multi-Agent Systems First International Workshop, EMAS 2013, St. Paul, MN, USA, May 6-7, 2013, Revised Selected Papers, pp. 158-177. Springer Berlin/Heidelberg; 2013

eCo-FEV: efficient Cooperative infrastructure for Fully Electric Vehicles
L. Lin, Y. Kobayashi, M. Lenardi, W. Klaudel, H. Inhuelsen, M. P. Bianconi, D. Roiu, Jan Keiser, Nadim El Sayed, J. C. Maisonobe
In: Proceedings of the 20th ITS World Congress, Tokyo, Japan; 2013

Best First Search Planning of Service Composition Using Incrementally Refined Context-Dependent Heuristics
Johannes Fähndrich
In: 11th German Conference on Multiagent System and Technologies (MATES2013); 2013

CMAS: fully integrated portable Centrifugal Microfluidic Analysis System for on-site colorimetric analysis
Monika Czugala, Damian Maher, Fiachra Collins, Robert Burger, Frank Hopfgartner, Yang Yang, Jiang Zhaou, Jens Ducree, Alan F. Smeaton, Kevin J. Fraser, Dermot Diamond, Fernando Benitez-Lopez
In: RSC Advances, 3, pages 15928 - 15938, The Royal Society of Chemistry; 2013

Workshop and Challenge on News Recommender Systems
Mozhgan Tavakolifard, Jon Atle Gulla, Kevin C. Almeroth, Frank Hopfgartner, Benjamin Kille, Till Plumbaum, Andreas Lommatzsch, Torben Brodt, Arthur Bucko, Tobias Heintz
In: RecSys'13: Proceedings of the ACM Conference Series on Recommender Systems, pages 481-482. ACM; 2013

The plista Dataset
Benjamin Kille, Frank Hopfgartner, Torben Brodt, Tobias Heintz
In: NRS'13: Proceedings of the International Workshop and Challenge on News Recommender Systems; 2013

Activating the Crowd: Exploiting User-Item Reciprocity for Recommendation
Martha Larson, Alan Said, Yue Shi, Paolo Cremonesi, Domonkos Tikk, Alexandros Karatzoglou, Linas Baltrunas, Jozef Geurts, Xavi Anguera, Frank Hopfgartner
In: CrowdRec'13: Proceedings of the International Workshop on Crowdsourcing and Human Computation for Recommender Systems; 2013

Report on the SIGIR 2013 Workshop on Benchmarking Adaptive Retrieval and Recommender Systems
Pablo Castells, Frank Hopfgartner, Alan Said, Mounia Lalmas
In: SIGIR Forum; 2013

DAI at the MediaEval 2013 Visual Privacy Task: Representing People with Foreground Edges
Dominique Maniry, Esra Acar Celik, Sahin Albayrak
In: MediaEval 2013 Workshop; 2013

Perceived and Actual Role of Gamification Principles
Michael Meder, Till Plumbaum, Frank Hopfgartner
In: Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing; 2013

Multi-Agent Programming Contest 2012 - TUB Team Description
Axel Heßler, Thomas Konnerth, Pawel Napierala, Benjamin Wiemann
In: Programming Multi-Agent Systems. 10th International Workshop, ProMAS 2012, Valencia, Spain, June 2012. Revised Selected Papers. Springer Berlin Heidelberg; 2013

Group-based IDS Collaboration Framework: A Case Study of the Artificial Immune System
Rainer Bye
In: Technische Universität Berlin; 2013

Can You Simulate Traffic Psychology? An Analysis
Marco Lützenberger, Sahin Albayrak
In: R. Pasupathy, S.-H. Kim, A. Tolk, R. Hill, E. Kuhl (eds.) Proceedings of the 2013 Winter Simulation Conference (WSC 2013), Washington, D.C., USA. pp. 1539-1550; 2013

Self-Explaining Agents
Johannes Fähndrich, Sebastian Ahrndt, Sahin Albayrak
In: Jurnal Teknologi - Special Edition, 63:3 (pp. 53-64); 2013

Violence Detection in Hollywood Movies by the Fusion of Visual and Mid-level Audio Cues
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
In: ACM Multimedia (ACMMM); 2013

Learning Representations for Affective Video Understanding
Esra Acar Celik
In: ACM Multimedia (ACMMM); 2013

Improving Human-Aware Planning
Sebastian Ahrndt
In: 11th German Conference on Multiagent System and Technologies (MATES2013), Koblenz; 2013

Information Retrieval and User-Centric Recommender System Evaluation
Alan Said, Alejandro Bellogin, Arjen De Vries, Benjamin Kille
In: Proceedings of the 21st Conference on User Modeling, Adaptation, and Personalization (UMAP'13); 2013

International News Recommender Systems Workshop and Challenge (NRS)
Jon Atle Gulla, Kevin C. Almeroth, Mozhgan Tavakolifard, Frank Hopfgartner, Till Plumbaum, Benjamin Kille, Andreas Lommatzsch, Torben Brodt, Arthur Bucko, Tobias Heintz
In: ACM RecSys: Proceedings of the Sventh ACM Conference on Recommender Systems; 2013

Proceedings of the First International Workshop on Lifelogging for Pervasive Health
Frank Hopfgartner, Cathal Gurrin, Susanne Boll-Westermann
In: PervasiveHealth'13: Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare; 2013

2nd Workshop on Lifelong User Modelling
Frank Hopfgartner, Judy Kay, Bob Kummerfeld, Till Plumbaum
In: UMAP'13: Proceedings of the 21st Conference on User Modeling, Adaptation and Personalization; 2013

Workshop on Benchmarking Adaptive Retrieval and Recommender Systems - BARS 2013
Pablo Castells, Frank Hopfgartner, Alan Said, Mounia Lalmas
In: SIGIR'13: Proceedings of the 36th Annual ACM SIGIR Conference; 2013

Evaluation of Cross-Domain News Article Recommendations
Benjamin Kille
In: 21st Conference on User Modeling, Adaptation and Personalization (UMAP'13), Rome, Italy; 2013

An Intelligent Health Assistant for Migrants
Till Plumbaum, Sascha Narr, Veit Schwartze, Frank Hopfgartner, Sahin Albayrak
In: PervasiveHealth'13: Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare; 2013

An Agent-based Movie Recommender System Combining the Results Computed based on Heterogeneous Semantic Datasets
Andreas Lommatzsch, Benjamin Kille, and Sahin Albayrak
In: I2CS, Hagen, Germany; 2013

Distributed Evolutionary Optimisation for Electricity Price Responsive Manufacturing using Multi-Agent System Technology
Tobias Küster, Marco Lützenberger, Daniel Freund, Sahin Albayrak
In: International Journal On Advances in Intelligent Systems, 7(1&2):27-40; 2013

Whole hand modeling using 8 wearable sensors: biomechanics for hand pose prediction
Christopher-Eyk Hrabia, Katrin Wolf, Mathias Wilhelm
In: AH13 Proceedings of the 4th Augmented Human International Conference; 2013

Detecting Violent Content in Hollywood Movies by Mid-level Audio Representations
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
In: Workshop on Content-Based Multimedia Indexing (CBMI); 2013

Comparison of Feature-based and Image Registration-based Retrieval of Image Data Using Multidimensional Data Access Methods
Serdar Arslan, Adnan Yazici, Ahmet Sacan, Ismail Hakki Toroslu, Esra Acar Celik
In: Data & Knowledge Engineering; 2013

A Tool Set for the Evaluation of Security and Reliability in Smart Grids
Joël Chinnow, Jakob Tonn, Karsten Bsufka, Thomas Konnerth, Sahin Albayrak
In: Smart Grid Security. Volume 7823 of Lecture Notes in Computer Science. Springer Berlin Heidelberg (2013) 45–57; 2013

Semi-Automated Generation of Semantic Service Descriptions
Nils Masuch, Philipp Brock, Sahin Albayrak
In: 11th International Conference on Practical Applications of Agents and Multi-Agent Systems, Salamanca, Spain; 2013

Mobility behaviour modeling in user-centric networking
Mürsel Yildiz, Manzoor Ahmed Khan
In: IEEE Wireless Communications and Networking Conference (IEEE WCNC); 2013

Agent based autonomic network control and management
Manzoor Ahmed Khan , Fikret Sivrikaya
In: IEEE Wireless Communications and Networking Conference (IEEE WCNC); 2013

An Open Extensible Platform for Intermodal Mobility Assistance
Nils Masuch, Marco Lützenberger, Jan Keiser, and Sahin Albayrak
In: Procedia Computer Science, 19(0):396-403, The 4th International Conference on Ambient Systems, Networks and Technologies (ANT 2013), the 3rd International Conference on Sustainable Energy Information Technology (SEIT-2013). Elsevier; 2013

Vehicle 2 Grid - Intelligentes Laden und Entladen verteilter Energiespeicher
Frank Steuer, Jan Keiser, Thomas Geithner, Nils Masuch, Marco Lützenberger, and Sebastian Ahrndt
In: Elektromobilität in Metropolregionen: Die Feldstudie MINI E Berlin powered by Vattenfall; 2013

Engineering Industrial Multi-Agent Systems - The JIAC V Approach
Marco Lützenberger, Tobias Küster, Thomas Konnerth, Alexander Thiele, Nils Masuch, Axel Heßler, Jan Keiser, Michael Burkhardt, Silvan Kaiser, Jakob Tonn, and Sahin Albayrak
In: Massimo Cossentino, Amal El Fallah Seghrouchni, and Michael Winikoff (eds.) Proceedings of the 1st International Workshop on Engineering Multi-Agent Systems (EMAS), Saint Paul, USA. pp. 160-175; 2013

Requirements for Applying Simulation-based Automated Usability Evaluation to Model-based Adaptive User Interfaces for Smart Environments
Michael Quade, Andreas Rieger, Sahin Albayrak
In: Distributed, Ambient, and Pervasive Interactions - First International Conference, DAPI 2013, Held as Part of HCI International 2013, Las Vegas, NV, USA, July 21-26, 2013. Proceedings 2013; 2013

Industrial Process Optimisation with JIAC (Demonstration)
Marco Lützenberger, Tobias Küster, Thomas Konnerth, Alexander Thiele, Nils Masuch, Axel Heßler, Jan Keiser, Michael Burkhardt, Silvan Kaiser, Jakob Tonn, and Sahin Albayrak
In: Takayuki Ito, Catholjin Jonker, Maria Gini, and Onn Shehory (eds.) Proceedings of the 12th International Conferences on Autonomous Agents and Multiagent Systems (AAMAS 2013), Saint Paul, MN, USA. pp. 1379-1380. IFAAMAS; 2013

An Adaptive Hybrid Movie Recommender based on Semantic Data
Andreas Lommatzsch, Benjamin Kille, Jae-Won Kim, and Sahin Albayrak
In: OAIR 2013, Lisbon, Portugal; 2013

A Framework for Learning and Analyzing Hybrid Recommenders based on Heterogeneous Semantic Data
Andreas Lommatzsch, Benjamin Kille, and Sahin Albayrak
In: OAIR 2013, Lisbon, Portugal; 2013

User Interaction Templates for the Design of Lifelogging Systems
Frank Hopfgartner, Yang Yang, Marissa Zhou, Cathal Gurrin
In: Semantic Models for Adaptive Interactive Systems; 2013

MIAC: Methodology for Intelligent Agents Componentware
Axel Heßler
In: Dissertation, Technische Universität Berlin, Berlin, Germany; 2013

JIAC V - A MAS Framework for Industrial Applications (Extended Abstract)
Marco Lützenberger, Tobias Küster, Thomas Konnerth, Alexander Thiele, Nils Masuch, Axel Heßler, Michael Burkhardt, Jakob Tonn, Silvan Kaiser, Jan Keiser, and Sahin Albayrak
In: Takayuki Ito, Catholjin Jonker, Maria Gini, and Onn Shehory (eds.) Proceedings of the 12th International Conferences on Autonomous Agents and Multiagent Systems (AAMAS 2013), Saint Paul, MN, USA, pp. 1189-1190. IFAAMAS.; 2013

Agents vote against Falls: The Agent Perspective in EPRs
Sebastian Ahrndt, Johannes Fähndrich, and Sahin Albayrak
In: 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (Awarded with the IBM Award of Scientific Excellence); 2013

Preventing Elderly from Falls: The Agent Perspective in EPRs
Sebastian Ahrndt, Johannes Fähndrich, and Sahin Albayrak
In: 11th International Conference on Practical Applications of Agents and Multi-Agent Systems; 2013

A Novel Multi-Agent System Utilizing Quantum-Inspired Evolution for Demand Side Management in the Future Smart Grid
Rashad Badawy, Abdulsalam Yassine, Axel Heßler, Benjamin Hirsch, and Sahin Albayrak
In: Integrated Computer-Aided Engineering, Volume 20, Number 2, 2013, pp. 127-141.; 2013

Assessing Agent Applications - r&D vs. R&d
Tina Balke, Benjamin Hirsch, Marco Lützenberger
In: Ganzha, M. and Jain, L.C., (eds.) Multiagent Systems and Applications - Volume 1: Practice and Experience, Volume 45 of Intelligent Systems Reference Library, pp. 1-20. Springer Berlin/Heidelberg.; 2013

Learning Hybrid Recommender Models for Heterogeneous Semantic Data
Andreas Lommatzsch, Benjamin Kille, Sahin Albayrak
In: ACM SAC'13, March 18-22, 2013, Coimbra, Portugal; 2013

A 3D Approach to Recommender System Evaluation
Alan Said, Brijnesh Johannes Jain, Sahin Albayrak
In: Proceedings of the 16th ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW'13) Companion [to appear]; 2013

Automated Usability Evaluation of Model-based Adaptive User Interfaces for Users with Special and Specific Needs by Simulating User Interaction
Michael Quade, Grzegorz Lehmann, Klaus-Peter Engelbrecht, Dirk Roscher and Sahin Albayrak
In: User Modeling and Adaptation for Daily Routines: Providing Assistance to People with Special Needs, Springer Berlin / Heidelberg; 2013

Evaluating Novice and Expert Users on Handheld Video Retrieval Systems
David Scott, Frank Hopfgartner, Jinlin Guo, Cathal Gurrin
In: MMM'13: Proceedings of the 19th International Conference on Multimedia Modeling; 2013

User-Centric Evaluation of a K-Furthest Neighbor Collaborative Filtering Recommender Algorithm
Alan Said, Benjamin Fields, Brijnesh Johannes Jain, Sahin Albayrak
In: Proceedings of the 16th ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW'13) [to appear]; 2013

Helping the helpers: How video retrieval can assist special interest groups
Frank Hopfgartner, David Scott, Hongyi Wang, Yang Yang, Zhenxing Zhang, Marissa Zhou, Cathal Gurrin
In: MMM'13: Proceedings of the 19th International Conference on Multimedia Modeling; 2013

Multimedia Retrieval and Adaptive Systems
Frank Hopfgartner
In: Computation for Humanities - Information Technology to Advance Society, CRC Press; 2013

Quality Assessment of User-Generated Video using Camera Motion
Jinlin Guo, Cathal Gurrin, Frank Hopfgartner, Zhenxing Zhang, Songyang Lao
In: MMM'13: Proceedings of the 19th International Conference on Multimedia Modeling; 2013

DCU at MMM 2013 Video Browser Showdown
David Scott, Jinlin Guo, Cathal Gurrin, Frank Hopfgartner, Kevin McGuinness, Noel E. O'Connor, Alan F. Smeaton, Yang Yang, Zhenxing Zhang
In: MMM'13: Proceedings of the 19th International Conference on Multimedia Modeling; 2013

Movie Recommendation in Context
Alan Said, Shlomo Berkovsky, Ernesto William De Luca
In: ACM Trans. Intell. Syst. Technol.; 2013

2012

Intelligent netzwerkbasierte Mobilitätssteuerung
Nadim El Sayed, Sahin Albyrak
In: SmartSenior Abschlußveranstaltung; 2012

FGWM-2012: Workshop on Knowledge and Experience Management
Kerstin Bach, Michael Meder
In: LWA-2012, September 12-14, Dortmund, Germany, Pages 13-17; 2012

An Agent-Based Approach to Service-Oriented Architectures
Thomas Konnerth
In: Dissertation, Technische Universität Berlin, Berlin, Germany; 2012

Tactical Information Visualization for Operation Managers in Mass Casualty Incidents
Mathias Wilhelm, Eva Burneleit, Sahin Albayrak
In: Proceedings of the Workshop on AmI for Crisis Management (AmI4CM 2012), CEUR-WS.org, Vol. 953; 2012

Random Matrix Games in Wireless Networks (BEST PAPER FINALIST)
Manzoor Ahmed Khan, Hamidou Tembine
In: proceedings of IEEE global high tech congress (GHTCE 2012), Shenzhen, China; 2012

DAI Lab at MediaEval 2012 Affect Task: The Detection of Violent Scenes using Affective Features
Esra Acar Celik, Sahin Albayrak
In: MediaEval 2012 Workshop; 2012

A Trusted Ecosystem For Android Applications Based On Context-Aware Access Control
Markus Herpich, Leonid Batyuk, Seyit Ahmet Camtepe, and Sahin Albayrak
In: 7th International Conference on Malicious and Unwanted Software (Malware 2012); 2012

Agent-based Integration of an Electric Car Sharing Fleet into a Smart Distribution Feeder
Daniel Freund, Andreas F. Raab, Tobias Küster, Sahin Albayrak, Kai Strunz
In: 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe); 2012

Risk Sensitive Learners in Networking Games
Manzoor Ahmed Khan , Hamidou Tembine
In: WCSP Wireless networking symposium, Huangshan, China; 2012

Cooperative incentives based load balancing in UCN: A probabilistic approach
Mursel Yeldiz, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak
In: IEEE Globecom, USA.; 2012

Agent Based Assistance for Electric Vehicles - An Evaluation
Marco Lützenberger, Jan Keiser, Nils Masuch, and Sahin Albayrak
In: Active Media Technology, 8th International Conference, AMT 2012, Macau, China, December 2012, Proceedings, pp. 145-154; 2012

Language-Independent Twitter Sentiment Analysis
Sascha Narr, Michael Hülfenhaus, Sahin Albayrak
In: KDML, LWA 2012, Dortmund, Germany; 2012

Recommender Systems Evaluation: A 3D Benchmark
Alan Said, Domonkos Tikk, Klara Stumpf, Yue Shi, Martha Larson and Paolo Cremonesi
In: ACM RecSys 2012 International Workshop on Recommendation Utility Evaluation: Beyond RMSE (RUE '12); 2012

Integration of Simulations and MAS for Smart Grid Management Systems
Thomas Konnerth, Joël Chinnow, Silvan Kaiser, Dennis Grunewald, Karsten Bsufka, Sahin Albayrak
In: Proceedings of the 3rd International Workshop on Agent Technologies for Energy Systems (ATES 2012), Valencia, Spain; 2012

MatArcs: An Exploratory Data Analysis of Recurring Patterns in Multivariate Time Series
Julia Gaebler, Stephan Spiegel, Sahin Albayrak
In: Lecture Notes in Artificial Intelligence (LNAI) / ECML-PKDD 2012: Proceedings of Workshop on New Frontiers in Mining Complex Patterns (NFMCP), Bristol, UK; 2012

Semantic Preference Retrieval for Querying Knowledge Bases
Christian Scheel, Alan Said, Sahin Albayrak
In: 1st Joint International Workshop on Entity-oriented and Semantic Search (JIWES) 2012 at the 35th ACM SIGIR Conference; 2012

An Interests Discovery Approach in Social Networks Based on a Semantically Enriched Bayesian Network Model
Akram Al-Kouz, Sahin Albayrak
In: International Conference on Knowledge Discovery and Information Retrieval, KDIR; 2012

An Interests Discovery Approach in Social Networks Based on Semantically Enriched Graphs
Akram Al-Kouz, Sahin Albayrak
In: The 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM; 2012

An Order-Invariant Time Series Distance Measure
Stephan Spiegel, Sahin Albayrak
In: KDIR: Proceedings of International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain; 2012

Reconsider Your Strategy - An Agent-Based Conceptualisation of Compensatory Driver Behaviour
Marco Lützenberger, Sebastian Ahrndt, Benjamin Hirsch, Nils Masuch, Axel Heßler, Sahin Albayrak
In: Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems (ITSC 2012), Anchorage, AK, USA, 340-346; 2012

Predicting Fall Risks in Electronic Patient Records
Ariane Schenk, Sebastian Ahrndt, and Sahin Albayrak
In: 3rd Workshop für IT-gestützte Assistenz in der Pflege 2012 (WiTAP); 2012

ALARM: A Modular IT Solution to Support and Evaluate Mass Casualty Incident (MCI) Management
Robert Lawatscheck, Stephan Düsterwald, Carsten Wirth, Torsten Schröder
In: Proceedings of the 9th International Conference on Information Systems for Crisis Response and Management (ISCRAM),Vancouver, Canada; 2012

Costs and Gains of Smart Charging Electric Vehicles to Provide Regulation Services
Daniel Freund, Marco Lützenberger, and Sahin Albayrak
In: Procedia Computer Science, 10(0):846-853, August; 2012

Human Action Recognition using Lagrangian Descriptors
Esra Acar Celik, Tobias Senst, Alexander Kuhn, Ivo Keller, Holger Theisel, Sahin Albayrak, Thomas Sikora
In: IEEE International Workshop on Multimedia Signal Processing; 2012

Tutorial: The Challenge of Recommender Systems Challenges
Alan Said, Domonkos Tikk, Andreas Hotho
In: Proceedings of the sixth ACM conference on Recommender Systems (RecSys '12); 2012

Estimating the Magic Barrier of Recommender Systems: A User Study
Alan Said, Brijnesh Johannes Jain, Sascha Narr, Till Plumbaum, Sahin Albayrak, Christian Scheel
In: Proceedings of the 35th international ACM SIGIR conference on Research and development in Information Retrieval (SIGIR '12); 2012

Correlating Perception-Oriented Aspects in User-Centric Recommender System Evaluation
Alan Said, Brijnesh Johannes Jain, Andreas Lommatzsch, Sahin Albayrak
In: Proceedings of the Fourth Information Interaction in Context Symposium (IIiX'12); 2012

A generic context aware gesture recognition framework for smart environments
Mathias Wilhelm
In: IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops); 2012

A Framework for Automated Identification of Attack Scenarios on IT Infrastructures
Seyit Ahmet Camtepe, Karsten Bsufka, Leonhard Hennig, Cihan Simsek and Sahin Albayrak
In: PIK - Praxis Der Informationsverarbeitung und Kommunikation 35 (1): 25-31. doi:10.1515/pik-2012-0005piko.2012.35.1.25.; 2012

Agents Cut Emissions - On how a Multi-Agent System Contributes to a more Sustainable Energy Consumption (Won the Best Paper Award)
Jan Keiser, Marco Lützenberger, Nils Masuch
In: Procedia Computer Science, 10(0):866-873, August; 2012

GerNED: A German Corpus for Named Entity Disambiguation
Danuta Ploch, Leonhard Hennig, Angelina Duka, Ernesto William De Luca and Sahin Albayrak
In: Proceedings of the 8th International Conference on Language Resources and Evaluation; 2012

Users and Noise: The Magic Barrier of Recommender Systems
Alan Said, Brijnesh Johannes Jain, Sascha Narr, Till Plumbaum
In: Proceedings of the 20th International Conference on User Modeling, Adaptation, and Personalization (UMAP '12); 2012

SERUM: Collecting Semantic User Behavior for Improved News Recommendations
Till Plumbaum,Andreas Lommatzsch,Ernesto De Luca, Sahin Albayrak
In: Advances in User Modeling; 2012

Semantic Adaptive Social Web
Federica Cena, Antonina Dattolo, Ernesto De Luca, Pasquale Lops, Till Plumbaum, Julita Vassileva
In: Advances in User Modeling; 2012

Rule-Based Approach for Simulating Age-Related Usability Problems
Aaron Ruß, Michael Quade, Michael Kruppa, Mathias Runge
In: 5. AAL-Kongress 2012, Berlin, Germany; 2012

SeMa² - a Hybrid Semantic Service Matching Approach
Nils Masuch, Benjamin Hirsch, Michael Burkhardt, Axel Heßler and Sahin Albayrak
In: Semantic Services: Advancement through Evaluation, Springer; 2012

Game Dynamics and Cost of Learning in Heterogeneous 4G Networks
Manzoor Ahmed Khan , Hamidou Tembine, and Thanos Vasilakos,
In: IEEE Journal on Selected Areas In Communications , Game Theory in Wireless Communications ( JSAC-SI GT), Volume 30, Issue 1; 2012

Evolutionary Coalitional Games: Design and Challenges in Wireless Networks
Manzoor Ahmed Khan, Hamidou Tembine, and Thanos Vasilakos,
In: in the IEEE Wireless Communication Magazine; 2012

Integrating Process Modelling into Multi-Agent System Engineering
Tobias Küster, Marco Lützenberger, Axel Heßler, and Benjamin Hirsch
In: Multiagent and Grid Systems - An International Journal, 8(1):105-124, January 2012; 2012

Increasing Diversity Through Furthest Neighbor-Based Recommendation
Alan Said, Brijnesh Johannes Jain, Benjamin Kille, Sahin Albayrak
In: Proceedings of the WSDM'12 Workshop on Diversity in Document Retrieval (DDR'12); 2012

Distributed Optimization of Energy Costs in Manufacturing using Multi-Agent System Technology
Tobias Küster, Marco Lützenberger, Daniel Freund, Sahin Albayrak
In: Proceedings of the 2nd International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, St. Maarten, St. Maarten, pp. 53-59 (Winner of the Best Paper Award); 2012

AgentStore - A Pragmatic Approach to Agent Reuse
Axel Heßler, Benjamin Hirsch, Tobias Küster, Sahin Albayrak
In: Advanced Agent Technology. Revised Selected Papers. Springer LNAI 7068; 2012

An Agent-Based Augmented Reality Demonstrator in the Domestic Energy Domain
Sebastian Ahrndt, Johannes Fähndrich, Marco Lützenberger, Andreas Rieger, and Sahin Albayrak
In: Advances in Practical Applications of Agents and Multi-Agent Systems - 10th International Conference on Practical Applications of Agents and Multi-Agent Systems, pp. 225-228, (Winner of the Second Award of Scientific Excellence for its Scientific Quality); 2012

Applying Model-based Techniques to the Development of UIs for Agent Systems
Sebastian Ahrndt, Dirk Roscher, Marco Lützenberger, Andreas Rieger, and Sahin Albayrak
In: Trends in Practical Applications of Agents and Multiagent Systems, pp. 1-8; 2012

Mining Application Development for Research
Johannes Fähndrich, Sebastian Ahrndt, and Sahin Albayrak
In: Highlights in Practical Applications of Agents and Multi-Agent Systems. 10th International Conference on Practical Applications of Agents and Multi-Agent Systems; 2012

KMulE: A Framework for User-based Comparison of Recommender Algorithms
Alan Said, Ernesto William De Luca, Benjamin Kille, Brijnesh Johannes Jain, Immo Micus, Sahin Albayrak
In: Proceedings of the 17th international conference on Intelligent user interfaces (IUI'12); 2012

Analyzing Weighting Schemes in Collaborative Filtering: Cold Start, Post Cold Start and Power Users
Alan Said, Brijnesh Johannes Jain, Sahin Albayrak
In: 27th ACM Symposium On Applied Computing (SAC '12); 2012

Sensor-basierte Erkennung und Reaktion im häuslichen Umfeld
Karsten Raddatz, Aubrey-Derrick Schmidt, Alexander Tiele, Joel Chinnow, Dennis Grunewald, Sahin Albayrak
In: AAL Kongress 2012, Berlin, Germany; 2012

Ontological Collaboration Engineering
Stefan W. Knoll, Till Plumbaum, Ernesto W. De Luca, Livia Predoiu
In: Collaboration and the Semantic Web: Social Networks, Knowledge Networks and Knowledge Resources. IGI Global; 2012

2011

libsml: Smart Message Language (SML) library for smart meter communication
Juri Glass, Mathias Runge, Nadim El Sayed
In: Github; 2011

ASGARD – Graphisches Monitoring für verteilte Multiagentensysteme
Jakob Tonn, Silvan Kaiser, Sahin Albayrak
In: PIK - Praxis der Informationsverarbeitung und Kommunikation. 34 (3), 149 - 150, DOI: 10.1515/piko.2011.030, August 2011; 2011

Energy Efficiency Networking Games
Manzoor Ahmed Khan , Hamidou Tembine
In: appeared in the book; 2011

Body, movement, gesture & tactility in interaction with mobile devices
Sven Kratz, Michael Rohs, Katrin Wolf, Jörg Müller, Mathias Wilhelm, Carolina Johansson, Jakob Tholander, Jarmo Laaksolahti
In: MobileHCI 2011, Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services; 2011

Model-based Evaluation of Adaptive User Interfaces
Michael Quade
In: Ambient Intelligence - Second International Joint Conference, AmI 2011, Amsterdam, Netherlands, November 16-17, 2011.; 2011

Gesteuertes Laden V2.0, Gemeinsamer Abschlussbericht
Vattenfall Europe Innovation GmbH, Bayerische Motoren Werke Aktiengesellschaft, TU Berlin (Jan Keiser, Nils Masuch, Marco Lützenberger, Frank Trollmann, Thomas Geithner, Daniel Freund), TU Chemnitz, TU Ilmenau
In: Technische Informationsbibliothek Hannover; 2011

Improved Gesture Trajectory Reconstruction from Acceleration Values for a Device Independent Gesture Recognition Approach
Mathias Wilhelm, Dirk Roscher, Sahin Albayrak
In: Proceedings of the 9th International Gesture Workshop (GW2011), May 25-27, 2011, Athens, Greece, ISBN 978-960-466-075-9; 2011

Dynamic spectrum trade and game-theory based network selection in LTE virtualization using uniform auctioning
Manzoor Ahmed Khan , Yasir Zaki
In: in proceedings of 9th International IFIP conference on Wired/wireless internet communications, 2011, Spain.; 2011

Utility-based analytical model for representing user QoE
Manzoor Ahmed Khan , Jie Lu , Muhammad Amir
In: the proceedings of 9th IFIP International Conference on Wired / Wireless Internet Communications, Spain, 2011.; 2011

User utility function as Quality of Experience (QoE)
Manzoor Ahmed Khan , Umar Toseef
In: 10th International Conference on Networks, ICN 2011, St. Maarten, the Netherlands Antilles, USA.; 2011

Learning in user-centric IPTV service provider selection
Manzoor Ahmed Khan , Hamidou Tembine
In: IEEE INFOCOM , International Workshop on Future Media Networks and IP-based TV, China (RECEIVED BEST PAPER AWARD).; 2011

Evolutionary Coalitional Games in Network Selection
Manzoor Ahmed Khan, Hamidou Tembine
In: proceedings of IEEE conference Wireless Advance London United Kingdom; 2011

Cooperation-based resource allocation and call admission for wireless network operators
Manzoor Ahmed Khan , Ahmed Cihat Toker, Fikret Sivrikaya, and Sahin Albayrak
In: in the Journal of Telecommunication Systems; 2011

User QoE Influenced Spectrum Trade, Resource Allocation, and Network Selection
Manzoor Ahmed Khan , Hamidou Tembine, Fikret Sivrikaya, Sahin Albayrak, and Barbara Konz
In: in the International Journal of Wireless Information Networks, Volume 18, Number 4, pages 193-209; 2011

Group Recommendation in Context
Alan Said, Shlomo Berkovsky, Ernesto William De Luca
In: CAMRa '11 Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation; 2011

Meta-modeling Runtime Models
Grzegorz Lehmann, Marco Blumendorf, Frank Trollmann und Sahin Albayrak
In: Models in Software Engineering, Lecture Notes in Computer Science, Volume 6627/2011, 209-223; 2011

Feeling Home – Tangible Information Visualization in Smart Home Environments in Relation to the Concept of Transhumanism
Florian Weingarten, Sahin Albayrak
In: HCI International, Orlando, Florida, USA; 2011

A Simulation Framework for Smart Meter Security Evaluation
Joël Chinnow, Karsten Bsufka, Aubrey-Derrick Schmidt, Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: IEEE International Conference on Smart Measurements for Future Grids, SMFG; 2011

Using Static Analysis for Automatic Assessment and Mitigation of Unwanted and Malicious Activities Within Android Applications
Leonid Batyuk, Markus Herpich, Seyit Ahmet Camtepe, Karsten Raddatz, Aubrey-Derrick Schmidt, Sahin Albayrak
In: Malware Conference 2011, Fajardo, Puerto Rico, USA; 2011

DAI Approaches to the TAC-KBP 2011 Entity Linking Task
Danuta Ploch, Leonhard Hennig, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the Text Analysis Conference [to appear]; 2011

Pattern Recognition in Multivariate Time Series - Dissertation Proposal
Stephan Spiegel, Brijnesh Johannes Jain, Ernesto William De Luca, Sahin Albayrak
In: CIKM 2011: Proceedings of 4th Workshop for Ph.D. Students in Information and Knowledge Management (PIKM 2011), Glasgow, UK; 2011

Towards An Enhanced Semantic Approach For Automatic Usability Evaluation
Peter Steinnökel, Christian Scheel, Michael Quade, Sahin Albayrak
In: Computational Linguistics-Applications Conference - CLA'11; 2011

Integrating Multi-agent and Quantum-Inspired Evolution for Supply and Demand Matching in the Future Power Energy Networks
Rashad Badawy, Axel Heßler, Benjamin Hirsch, and Sahin Albayrak
In: The IASTED International conference on Power and Energy Systems and Applications (PESA-2011), Pittsburgh, USA; 2011

User Modeling for the Social Semantic Web
Till Plumbaum, Songxuan Wu, Ernesto William De Luca, Sahin Albayrak
In: 2nd Workshop on Semantic Personalized Information Management: Retrieval and Recommendation, in conjunction with ISWC 2011; 2011

A linked dataverse knows better: Boosting recommendation quality using semantic knowledge
Andreas Lommatzsch, Till Plumbaum, and Sahin Albayrak
In: 5th International Conference on Advances in Semantic Processing, Lisbon, Portugal, November 20-25, 2011; 2011

Performance Measures for Multi-Graded Relevance
Christian Scheel, Andreas Lommatzsch, Sahin Albayrak
In: 2nd Workshop on Semantic Personalized Information Management: Retrieval and Recommendation, Bonn, Germany, October 24, 2011; 2011

MediaEval 2011 Affect Task: Violent Scene Detection combining Audio and Visual Features with SVM
Esra Acar Celik, Stephan Spiegel, Sahin Albayrak
In: MediaEval 2011 Workshop; 2011

Challenge on Context-Aware Movie Recommendation: CAMRa2011
Alan Said, Shlomo Berkovsky, Ernesto William De Luca, Jannis Hermanns
In: ACM RecSys 2011: Proceedings of the Fifth Conference on Recommender Systems; 2011

Personalizing Tags: A Folksonomy-like Approach for Recommending Movies
Alan Said, Benjamin Kille, Ernesto William De Luca, Sahin Albayrak
In: 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, Chicago, IL, USA; 2011

Inferring Contextual User Profiles - Improving Recommender Performance
Alan Said, Ernesto William De Luca, Sahin Albayrak
In: 3rd RecSys Workshop on Context-Aware Recommender Systems, Chicago, IL, USA; 2011

Investigating the Applicability of current Machine-Learning based Subjectivity Detection Algorithms on German Texts
Malik Atalla, Christian Scheel, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the Workshop on Robust Unsupervised and Semisupervised Methods in Natural Language Processing (in conjunction with RANLP 2011); 2011

Detection of Smartphone Malware
Aubrey-Derrick Schmidt
In: Dissertation, Technische Universität Berlin, Berlin, Germany; 2011

Extracting Semantic Annotations from Twitter
Sascha Narr, Ernesto William De Luca, Sahin Albayrak
In: Proc. of CIKM 2011; 2011

Behavioral Biometrics for Persistent Single Sign-On
Tarik Mustafic, Arik Messerman, Seyit Ahmet Camtepe, Aubrey-Derrick Schmidt, Sahin Albayrak
In: DIM 2011 (The Seventh ACM Workshop on Digital Identity Management), October 21, 2011, Chicago, IL, USA; 2011

Continuous and Non-intrusive Identity Verification in Real-time Environments based on Free-Text Keystroke Dynamics
Arik Messerman, Tarik Mustafic, Seyit Ahmet Camtepe, Sahin Albayrak
In: IEEE International Joint Conference on Biometrics (IJCB 11): International Conference on Biometrics (ICB) and the Biometrics Theory, Application and Systems (BTAS), 10 2011, Washington DC, USA; 2011

ASGARD - Ein grafisches Monitoring- und Management-Tool für JIAC
Jakob Tonn
2011

A Context-Aware Mobile Accessible Electric Vehicle Management System
Nils Masuch, Marco Lützenberger, Sebastian Ahrndt, Axel Heßler, and Sahin Albayrak
In: Proceedings of the International Workshop on Advances in Business ICT, Szczecin, Poland, pp. 149-156; 2011

Gamification: A Semantic Approach for User Driven Knowledge Conservation
Michael Meder, Till Plumbaum, Ernesto William De Luca and Sahin Albayrak
In: FGWM 2011 - German Workshop on Knowledge and Experience Management, LWA 2011, Magdeburg, Germany; 2011

2nd International Workshop on Semantic Adaptive Social Web (SASWeb 2011)
Federica Cena, Antonina Dattolo, Ernesto William De Luca, Pasquale Lops, Till Plumbaum, Julita Vassileva
In: UMAP 2011, Workshop Proceedings, Girona, Spain, 2011; 2011

A Distributed Multi-Operator W2V2G Management Approach
Jan Keiser, Juri Glaß, Nils Masuch, Marco Lützenberger, and Sahin Albayrak
In: Proceedings of the 2nd IEEE International Conference on Smart Grid Communications, Brussels, Belgium, pp. 291-296; 2011

Violence Detection in Movies
Esra Acar Celik, Stephan Spiegel
In: 2nd Summer School on Social Media Retrieval (S3MR), Antalya, Turkey; 2011

Evaluating User Interface Adaptations at Runtime by Simulating User Interaction
Michael Quade, Marco Blumendorf, Grzegorz Lehmann, Dirk Roscher and Sahin Albayrak
In: Proceedings of the 25th BCS Conference on Human-Computer Interaction; 2011

User Facilitated Congestion and Attack Mitigation
Mürsel Yildiz, Ahmet Cihat Toker, Fikret Sivrikaya, Seyit Ahmet Camtepe, Sahin Albayrak
In: Third International Conference on Mobile Networks and Management (MONAMI '11); 2011

Whitepaper Semantic Engine
Andreas Lommatzsch, Jérôme Kunegis, Torsten Schmidt, Stefan Marx
In: DAI-Labor, TU-Berlin; 2011

Latent Semantic Social Graph Model for Expert Discovery in Facebook
Akram Al-Kouz, Ernesto William De Luca, Sahin Albayrak
In: I2CS 2011; 2011

A Classification of Self-Explanatory User Interfaces
Maximilian Kern, Marco Blumendorf, Sahin Albayrak
In: 1st International Workshop on Supportive User Interfaces (SUI 2011); 2011

A classification for Supportive User Interfaces derived from Collaborative User Interfaces
Carsten Wirth, Sahin Albayrak
In: 1st International Workshop on Supportive User Interfaces (SUI 2011); 2011

Enhancing interaction with supplementary Supportive User Interfaces: Meta-UIs, Mega-UIs, Extra-UIs, Supra-UIs...
Alexandre Demeure, Grzegorz Lehmann, Mathieu Petit, Gaëlle Calvary
In: Workshop at the 3rd ACM SIGCHI Symposium on Engineering Interactive Computing Systems; 2011

The end-user vs. adaptive user interfaces
Veit Schwartze, Frank Trollmann, Sahin Albayrak
In: Pisa; 2011

Design and Implementation of Meta User Interfaces for Interaction in Smart Environments
Dirk Roscher, Grzegorz Lehmann, Marco Blumendorf, Sahin Albayrak
In: 1st International Workshop on Supportive User Interfaces (SUI 2011); 2011

Distributed User Interfaces for Smart Environments: Characteristics and Challenges
Marco Blumendorf, Dirk Roscher, Sahin Albayrak
2011

Workshop on context-awareness in retrieval and recommendation
Ernesto William De Luca, Alan Said, Matthias Böhmer, Florian Michahelles
In: IUI '11 Proceedings of the 16th international conference on Intelligent user interfaces, Palo Alto, CA, USA; 2011

Formalizing model consistency based on the abstract syntax
Frank Trollmann, Marco Blumendorf, Veit Schwartze, Sahin Albayrak
In: Pisa, Italy; 2011

Pattern Recognition and Classification for Multivariate Time Series
Stephan Spiegel, Julia Gaebler, Andreas Lommatzsch, Ernesto De Luca, Sahin Albayrak
In: KDD-2011: Proceeding of ACM International Workshop on Knowledge Discovery from Sensor Data (SensorKDD-2011), San Diego, CA, USA; 2011

Link Prediction on Evolving Data using Tensor Factorization
Stephan Spiegel, Jan Clausen, Sahin Albayrak, Jerome Kunegis
In: PAKDD-2011: Proceeding of ACM International Workshop on Behavior Informatics (BI-2011), Shenzhen, China; 2011

HAI - A Human Agent Interface for JIAC
Sebastian Ahrndt, Marco Lützenberger, Axel Heßler, and Sahin Albayrak
In: Multiagent System Technologies - 9th German Conference, MATES, Berlin, Germany, October 2011, Proceedings, pp. 149-156; 2011

Multi-Device Key Management Using Visual Side Channels in Pervasive Computing Environments
Leonid Batyuk, Seyit Ahmet Camtepe and Sahin Albayrak
In: Proceedings of the Sixth International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA 2011); 2011

Context-Aware Device Self-Configuration Using Self-Organizing Maps
Leonid Batyuk, Christian Scheel, Seyit Ahmet Camtepe and Sahin Albayrak
In: Workshop Organic Computing as part of ICAC 2011; 2011

Evaluation of Attacks and Countermeasures in Large Scale Networks
Joël Chinnow, Rainer Bye, Ahmet Camtepe, Karsten Bsufka, Sahin Albayrak
In: Workshop über IT-Sicherheit in kollaborativen und stark vernetzten Systemen KSVS 2011; Berlin, Germany; 2011

Strategic Behaviour in a Living Environment
Marco Lützenberger, Sebastian Ahrndt, Benjamin Hirsch, Nils Masuch, Axel Heßler, and Sahin Albayrak
In: S. Jain, R. R. Creasey, J. Himmelspach, K. P. White, M. Fu (eds.) Proceedings of the 2011 Winter Simulation Conference (WSC 2011), Phoenix, AZ, USA. pp. 246-258; 2011

Framework for Evaluating Collaborative Intrusion Detection Systems
Dennis Grunewald, Joël Chinnow, Rainer Bye, Ahmet Camtepe, Sahin Albayrak
In: Workshop über IT-Sicherheit in kollaborativen und stark vernetzten Systemen KSVS 2011; Berlin, Germany; 2011

SPIGA - A Multilingual News Aggregator
Leonhard Hennig, Danuta Ploch, Daniel Prawdzik, Benjamin Armbruster, Christoph Büscher, Holger Düwiger, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the Biennal GSCL Conference 2011; 2011

SERUM: Collecting Semantic User Behavior for Improved News Recommendations
Till Plumbaum, Andreas Lommatzsch, Ernesto William De Luca, Sahin Albayrak
In: UMAP 2011, Poster and Demo Session; 2011; 2011

An Architecture for Smart Semantic Recommender Applications
Andreas Lommatzsch, Till Plumbaum, Sahin Albayrak
In: 11th International Conference on Innovative Internet Community Systems, Berlin; 2011

From Simulation to Emulation - An Integrated Approach for Network Security Evaluation
Martin Möller, Rainer Bye, Karsten Bsufka, Ahmet Camtepe and Sahin Albayrak
In: Workshop über IT-Sicherheit in kollaborativen und stark vernetzten Systemen (KSVS); 2011

Strategic Behaviour in Dynamic Cities
Marco Lützenberger, Nils Masuch, Benjamin Hirsch, Sebastian Ahrndt, Axel Heßler, and Sahin Albayrak
In: Proceedings of the 43rd Summer Computer Simulation Conference, The Hague, The Netherlands, pp. 148-155; 2011

Using Social and Pseudo Social Networks to Improve Recommendation
Alan Said, Ernesto William De Luca, Sahin Albayrak
In: IJCAI 2011 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems; 2011

A Comparison of How Demographic Data Affects Recommendation
Alan Said, Till Plumbaum, Ernesto William De Luca, Sahin Albayrak
In: UMAP 2011, Poster and Demo Session; 2011

BOOK CHAPTER: Towards Semantic IPTV
Sahin Albayrak, Juri Glaß, Baris Karatas, Stefan Marx, Torsten Schmidt, Fikret Sivrikaya
In: Advances in Next Generation Services and Service Architectures; 2011

Predicting Future(E-)Traffic
Marco Lützenberger, Nils Masuch, Benjamin Hirsch, Axel Heßler, and Sahin Albayrak
In: Proceedings of the 9th Industrial Simulation Conference, Venice, Italy, pp. 169-176; 2011

An Evolutionary Optimisation for Electric Price Responsive Manufacturing
Tobias Küster, Marco Lützenberger, Daniel Freund
In: Proceedings of the 9th Industrial Simulation Conference, Venice, Italy, pp. 97-104; 2011

User Centric Wireless Testbed
Mürsel Yildiz, Ahmet Cihat Toker, Fikret Sivrikaya, Sahin Albayrak
In: TridentCom 2011, 7th International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities; 2011

Towards a Decentralized QoE Layer for the Mobile Internet
Martin Dobler, Jens Schumacher, Fikret Sivrikaya, Sebastian Peters, Eileen Dillon, Gemma Power
In: Proceedings of InfoWare 2011 - The Third International Conference on Evolving Internet (INTERNET 2011); 2011

Exploring Entity Relations for Named Entity Disambiguation
Danuta Ploch
In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies; 2011

A User-Centric Approach for Efficient Daily Mobility Planning in E-Vehicle Infrastructure Networks
Nicklas Hoch, Bernd Werther, Henry-Paul Bensler, Nils Masuch, Marco Lützenberger, Axel Heßler, Sahin Albayrak and Roland Y. Siegwart
In: Advanced Microsystems for Automotive Applications 2011 - Smart Systems for Electric, Safe and Networked Mobility, pp. 185-198; 2011

My Personal User Interface: A Semantic User-Centric Approach to Manage and Share User Information
Till Plumbaum, Katja Schulz, Martin Kurze, Sahin Albayrak
In: HCI International 2011; 2011

Agent-based Network Security Simulation
Dennis Grunewald, Marco Lützenberger, Joël Chinnow, Rainer Bye, Karsten Bsufka and Sahin Albayrak
In: Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems 2011, Taipei, Taiwan, pp. 1325-1326; 2011

Assessing Agent Applications - r&D vs. R&d
Benjamin Hirsch, Tina Balke, and Marco Lützenberger
In: Proceedings of the 12th International Workshop on Agent-Oriented Software Engineering, Taipei, Taiwan; 2011

AgentStore - A Pragmatic Approach to Agent Reuse
Axel Heßler, Benjamin Hirsch, Tobias Küster, Sahin Albayrak
In: 12th International Workshop on Agent-Oriented Software Engineering (AOSE 2011), Springer LNCS; 2011

Dynamic Distribution and Layouting of Model-Based User Interfaces in Smart Environments
Dirk Roscher , Grzegorz Lehmann, Veit Schwartze, Marco Blumendorf, Sahin Albayrak
In: Springer Berlin / Heidelberg; 2011

The BDI Driver in a Service City (Extended Abstract)
Marco Lützenberger, Nils Masuch, Benjamin Hirsch, Sebastian Ahrndt, Axel Heßler, and Sahin Albayrak
In: Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), Taipei, Taiwan, pp. 1257-1258; 2011

2010

Conversion of T-Data Data Management Software Packages to Microsoft .Net Framework Technology
Cagri Yilmaz
In: Universität Duisburg Essen; 2010

Performance Analysis of User-Centric Network Selection and Network-Centric Resource Allocation Approaches In Wireless Networks
Manzoor Ahmed Khan , Fikret Sivrikaya, A.C. Toker, Sahin Albayrak,
In: International conference of; 2010

Auction based interface selection with Media Independent Handover services and flow management
Manzoor Ahmed Khan , Umar Toseef, Stefan Marx, C. Georg,
In: European Wireless Conference (EW), 2010.; 2010

Cooperative Game Theoretic Approach to Energy-Efficient Coverage in Wireless Sensor Networks
Cuong Troung , Manzoor Ahmed Khan , Fikret Sivrikaya, Sahin Albayrak,
In: INSS 2010, Kassel, Germany; 2010

Verbundprojekt: Klimaentlastung durch den Einsatz erneuerbarer Energien im Zusammenwirken mit emissionsfreien Elektrofahrzeugen - MINI E 1.0, Teilvorhaben: Vehicle 2 Grid - Intelligentes Laden und Endladen verteilter Energiespeicher, Schlussbericht
Jan Keiser, Thomas Geithner, Nils Masuch, Marco Lützenberger, Sebastian Ahrndt, Frank Steuer
In: Technische Informationsbibliothek Hannover; 2010

A mathematical framework for the analysis and design of inter-operator resource sharing mechanisms
Nadim El Sayed
2010

Brainbug Team Description
Axel Heßler, Fabian Linges, Sönke Sieckmann, Erik Stürmer, Jonathan Ziller
In: http://www.multiagentcontest.org/; 2010

Putting things in context: Challenge on Context-Aware Movie Recommendation
Alan Said, Shlomo Berkovsky, Ernesto William De Luca
In: CAMRa'10, Barcelona, Spain; 2010

A Framework for the Evaluation of Collaborative Intrusion Detection
Dennis Grunewald
In: Berlin, Germany; 2010

A Quantitative Framework for Dependency-Aware Organizational IT Risk Management
Stephan Schmidt, Sahin Albayrak
In: Proc. of the 10th Int. Conf. on Intelligent System Design and Applications (ISDA 2010); 2010

Dynamic user interface distribution for flexible multimodal interaction
Marco Blumendorf, Dirk Roscher, Sahin Albayrak
In: International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction; 2010

A Generic Framework and Runtime Environment for Development and Evaluation of Behavioral Biometrics Solutions
Arik Messerman, Tarik Mustafic, Seyit Ahmet Camtepe, Sahin Albayrak
In: IEEE ISDA 2010 (10 th International Conference on Intelligent Systems, Design and Applications), 11 2010, Cairo, Egypt; 2010

Programming Service Oriented Agents
Benjamin Hirsch, Thomas Konnerth, Michael Burkhardt, Sabin Albayrak
In: Dagstuhl Seminar Proceedings; 2010

A Novel Approach for Device Independent Gesture Recognition
Mathias Wilhelm
In: DAI-Labor/TU-Berlin; 2010

BOOK CHAPTER: Intelligent Network Selection
Manzoor Ahmed Khan, Fikret Sivrikaya
In: Game Theory for Wireless Communications and Networking (Ed. Yan Zhang, Mohsen Guizani); 2010

BOOK CHAPTER: User-centric Convergence in Telecom Networks
Sahin Albayrak, Fikret Sivrikaya, Ahmet Cihat Toker, and Manzoor Ahmed Khan
In: Fixed Mobile Convergence Handbook (Eds. Syed A. Ahson, Mohammad Ilyas); 2010

Performance Analysis of User-Centric Network Selection and Network-Centric Resource Allocation Approaches in Wireless Networks
Sahin Albayrak, Manzoor A. Khan, Fikret Sivrikaya, Ahmet C. Toker, Cuong Troung
In: IFIP Advances in Information and Communication Technology; 2010

Cooperative Game Theoretic Approach to Energy-Efficient Coverage in Wireless Sensor Networks
Cuong D. Truong, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak
In: Seventh International Conference on Networked Sensing Systems, ICNCS; 2010

Inter-operator Resource Sharing Decisions Under Uncertainty
Ahmet Cihat Toker, Fikret Sivrikaya, Sahin Albayrak, Bülent Yener
In: IEEE Global Communications Conference, Globecom; 2010

An Analytical Model for Dynamic Inter-Operator Resource Sharing in 4G Networks
Ahmet Cihat Toker, Fikret Sivrikaya, Nadim El Sayed, Sahin Albayrak
In: International Conference on Recent Trends in Wireless and Mobile Networks, WiMo; 2010

Secure context-aware reconfiguration for mobile devices
Leonid Batyuk, Sahin Albayrak
In: Proceedings of the 5th Future Security Research Conference, Berlin; 2010

An Android Application Sandbox System for Suspicious Software Detection
Thomas Bläsing, Leonid Batyuk, Aubrey-Derrick Schmidt, Seyit Ahmet Camtepe, Sahin Albayrak
In: 5th International Conference on Malicious and Unwanted Software (Malware 2010), Nancy, France; 2010

Meta-Modeling Runtime Models
Grzegorz Lehmann, Marco Blumendorf, Frank Trollmann, Sahin Albayrak
In: 5th International Workshop on Models@run.time, Workshops and Symposia at MODELS 2010, Oslo, Norway; 2010

Named-Entity-Expansion mit Wikipedia-Daten in automatisierter Multidokumenten-Zusammenfassung
Sascha Narr
In: Technische Universität Berlin; 2010

Multi-Domain Klassifikation basierend auf nutzergenerierten Metadaten
Michael Meder
In: Technische Universität Berlin; 2010

A Hierarchical Framework for Quantitative Corporate IT Risk Management
Stephan Schmidt, Sahin Albayrak
In: Future Security, 5th Security Research Conf., Berlin 2010; 2010

Adaptive Music News Recommendations based on Large Semantic Datasets
Till Plumbaum, Andreas Lommatzsch, Stefan Rudnitzki, Ernesto William De Luca, Holger Düwiger, Sahin Albayrak
In: WOMRAD 2010 - Workshop on Music Recommendation and Discovery, colocated with ACM RecSys 2010; 2010

Teams Rather Than Individuals: Collaborative Intrusion Detection (Extended Abstract)
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: Future Security, 5th Security Research Conference, Berlin; 2010; 2010

Non-Intrusive Continuous User Behavior Analysis Using Computerized Systems
Arik Messerman, Tarik Mustafic, Seyit Ahmet Camtepe, Sahin Albayrak
In: Future Security, 5th Security Research Conference, Berlin; 2010

Static Smartphone Malware Detection
Aubrey-Derrick Schmidt, Ahmet Camtepe and Sahin Albayrak
In: In proceedings of the 5th Security Research Conference (Future Security 2010), Berlin, Germany; 2010

A Trajectory-based Approach for Device Independent Gesture Recognition in Multimodal User Interfaces
Mathias Wilhelm, Marco Blumendorf, Dirk Roscher, Sahin Albayrak
In: HAID2010: Proceedings of the fifth International Workshop on Haptic and Audio Interaction Design 2010. Vol. 1, Copenhagen, Denmark; 2010

Using Net Patterns to Simplify the Application of Graph Transformation Rules
Frank Trollmann, Sahin Albayrak
2010

Separating Local and Global Aspects of Runtime Model Reconfiguration
Frank Trollmann, Grzegorz Lehmann, Sahin Albayrak
In: 5th Workshop on Models@run.time, Oslo, Norway; 2010

Semantic DaiKnow - Development of an enterprise ontology for adaptive recommendations in a social tagging system
Duc Tung Vu, Till Plumbaum
In: Technsiche Universität Berlin; 2010

Entwurf und Entwicklung eines JavaScript-basierten RDFa Trackers
Stefan Franke, Till Plumbaum
In: Technische Universität Berlin; 2010

Entwurf und Entwicklung einer OWL-Ontologie zur Modellierung von Benutzerverhalten
Erwin Gunadi, Till Plumbaum
In: Technische Universität Berlin; 2010

Teamworking for Security with CIMD: A Collaborative Approach to Intrusion Detection
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: Poster Session, 19th USENIX Security Symposium, Washington D.C., http://www.usenix.org/events/sec10/poster.html; 2010

Named Entity Disambiguation for German News Articles
Andreas Lommatzsch, Danuta Ploch, Ernesto William De Luca, Sahin Albayrak
In: LWA 2010 Kassel, Workshop IR; 2010

Agent-based coordination techniques for matching supply and demand in energy networks
Rashad Badawy, Benjamin Hirsch, Sahin Albayrak
In: Journal for Integrated Computer-Aided Engineering; 2010

Towards Multimodal Interaction in Smart Home Environments: The Home Operating System
Florian Weingarten, Marco Blumendorf, Sahin Albayrak
In: DIS 2010, Aarhus, Denmark; 2010

Conveying Multimodal Interaction Possibilities through the use of Appearances
Florian Weingarten, Marco Blumendorf, Sahin Albayrak
In: create 2010, Edinburgh, Scotland; 2010

Integrating Human Intention into a Situation Model for Smart Environments
Andreas Rieger, Sahin Albayrak
In: International Conference on Pervasive Services (ICPS 2010), Berlin, Germany; 2010

Exploiting Hierarchical Tags for Context-awareness
Alan Said, Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak
In: ACM CIKM '10 Workshop on Exploiting Semantic Annotations for Information Retrieval (ESAIR); 2010

Executable Models for Human-Computer Interaction: Meta-Modeling Ubiquitous User Interfaces
Grzegorz Lehmann
In: ICPS '10: Proceedings of the7th ACM International Conference on Pervasive Services; 2010

SOPRO - Advancements in the Self-organising Production
Moritz Chemnitz, Marcel Patzlaff, Erdene-Ochir Tuguldur, Jörg Krüger
In: 15th IEEE International Conference on Emerging Techonologies and Factory Automation ETFA 2010; 2010

MOO -- MicroJIAC agents Operating Oxen
Erdene-Ochir Tuguldur, Marcel Patzlaff
In: Springer Netherlands | Annals of Mathematics and Artificial Intelligence; 2010

Identifying and Utilizing Contextual Data in Hybrid Recommender Systems
Alan Said
In: RecSys 2010: Proceedings of the fourth ACM conference on Recommender systems; 2010

Collaborative Intrusion Detection Framework: Characteristics, Adversarial Opportunities and Countermeasures
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: CollSec 2010: Usenix Workshop on Collaborative Methods for Security and Privacy, http://www.usenix.org/events/collsec10/tech/full_papers/Bye.pdf; 2010

Herding cows with JIAC V
Axel Heßler, Benjamin Hirsch, Tobias Küster
In: Annals of Mathematics and Artificial Intelligence; 2010

Bridging Models and Systems at Runtime to Build Adaptive User Interfaces
Marco Blumendorf, Grzegorz Lehmann, Sahin Albayrak
In: EICS '10: Proceedings of the 2nd ACM SIGCHI symposium on Engineering interactive computing systems; 2010

Development of context-adaptive applications on the basis of runtime user interface models
Grzegorz Lehmann, Marco Blumendorf, Sahin Albayrak
In: EICS '10: Proceedings of the 2nd ACM SIGCHI symposium on Engineering interactive computing systems; 2010

Semantic TV Engine: An IPTV Enabler for Personalized Recommendations
Juri Glaß, Stefan Marx, Torsten Schmidt, Fikret Sivrikaya
In: Int. Conf. on Language Resources and Evaluation (LREC 2010), 1st Workshop on Semantic Personalized Information Management (SPIM 2010); 2010

Integrating Process Modelling into Multi-Agent System Engineering
Tobias Küster, Marco Lützenberger, Axel Heßler, Benjamin Hirsch
In: Proceedings of the 5th Workshop of Service-Oriented Computing: Agents, Semantics, and Engineering (SOCASE); 2010

Towards Model-based Runtime Evaluation and Adaptation of User Interfaces
Michael Quade, Marco Blumendorf, Sahin Albayrak
In: User Modeling and Adaptation for Daily Routines (UMADR): Providing Assistance to People with Special and Specific Needs; 2010

Adaptive user interfaces for smart environments
Veit Schwartze
In: ICPS2010 Doctoral Colloquium; 2010

Adjustable Context Adaptations for User Interfaces at Runtime
Veit Schwartze, Marco Blumendorf, Sahin Albayrak
In: Proceedings of the Working Conference on Advanced Visual Interfaces 2010; 2010

Learning Summary Content Units with Topic Modeling
Leonhard Hennig, Ernesto William De Luca, Sahin Albayrak
In: 23rd International Conference on Computational Linguistics (COLING 2010); 2010

Einsatz von intelligenten Agenten-Ensembles im Produktentstehungsprozess: Automatisches Zuordnen von Bauteilen zu Montagezonen bei der Prototypenmontage
Andreas Lommatzsch, Till Plumbaum, Christian Sauer, Sahin Albayrak
In: VDI Verlag GmbH; 2010

Special Issue on Advances In Wireless Test beds and Research Infrastructures
Miguel Ponce de Leon, Shiwen Mao, Frank Steuer, Jens Schumacher, Thomas Magedanz, Raheem A. Beyah, and Scott Midkiff
In: Mobile Networks and Applications - The Journal of SPECIAL ISSUES on Mobility of Systems, Users, Data and Computing; 2010

Collaboration Ontology: Applying Collaboration Knowledge to a Generic Group Support System
Stefan Werner Knoll, Till Plumbaum, Jan Leif Hoffman, Ernesto William De Luca
In: GDN2010; 2010

Architektur eines prozessunterstützenden Softwaresystems für den Rettungsdiensteinsatz bei einem Massenanfall von Verletzen
Carsten Wirth, Dirk Roscher, Paul Zernicke, Dr. med. Martin Schultz, Christine Carius-Düssel
In: Software Engineering 2010 - Workshopband, Paderborn; 2010

Personalized Learning to Rank Applied to Search Engines
Christian Scheel, Sascha Narr, Orlando Macone, Dennis Egert, Matthias Hohner, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the LREC Workshop: SPIM2010: 1st Workshop on Semantic Personalized Information Management; 2010

Identifying Sentence-Level Semantic Content Units with Topic Models
Leonhard Hennig, Thomas Strecker, Sascha Narr, Ernesto William De Luca, Sahin Albayrak
In: 21st International Conference on Database and Expert Systems Applications (DEXA 10), 7th International Workshop on Text-based Information Retrieval (TIR '10); 2010

Personalized Multi-Document Summarization using N-Gram Topic Model Fusion
Leonhard Hennig, Sahin Albayrak
In: Int. Conf. on Language Resources and Evaluation (LREC 2010), 1st Workshop on Semantic Personalized Information Management (SPIM 2010); 2010

The Link Prediction Problem in Bipartite Networks
Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak
In: Int. Conf. in Information Processing and Management of Uncertainty in Knowledge-based Systems; 2010

Agent-based Decision Support: A Case-Study on DSL Access Networks
Karsten Bsufka, Rainer Bye, Joël Chinnow, Stephan Schmidt, and Leonid Batyuk
In: Proceedings of the Twenty-Second Innovative Applications of Artificial Intelligence Conference (IAAI-10), Association for the Advancement of Artificial Intelligence, 2010, pp. 1757-1762; 2010

Concept of a Sensor based Emergency Detection in a Home Environment (Ein Konzept zur sensorbasierten Erkennung von Notsituationen im häuslichen Umfeld)
Tarik Mustafic, Jan Hendrik Clausen, Arik Messerman, Joël Chinnow
In: Ambient Assisted Living - AAL, 3. Deutscher Kongress mit Ausstellung - Assistenzsysteme im Dienste des Menschen: zuhause und unterwegs, Berlin, Germany; 2010

Adaptive user interface assistance in smart environments
Maximilian Kern, Frank Trollmann, Marco Blumendorf, Sahin Albayrak
In: Proceedings of the Workshop on Meaning and Matching (AISB 2010), Leicester, UK; 2010

Multilingual Ontology-based User Profile Enrichment
Ernesto William De Luca, Till Plumbaum, Jérôme Kunegis, Sahin Albayrak
In: 1st Workshop on the Multilingual Semantic Web; 2010

Drag-and-Drop Migration: An Example of Mapping User Actions to Agent Infrastructures
Silvan Kaiser, Michael Burkhardt, Jakob Tonn
In: 1st International Workshop on Infrastructures and Tools for Multiagent Systems (ITMAS 2010), Toronto, Canada; 2010

ASGARD - A Graphical Monitoring Tool for Distributed Agent Infrastructures
Jakob Tonn, Silvan Kaiser
In: Advances in Practical Applications of Agents and Multiagent Systems: 8th International Conference on Practical Applications of Agents and Multiagent Systems (Advances in Intelligent and Soft Computing Vol. 70, Springer 2010); 2010

A 3-Layer Architecture for Smart Environment Models
Grzegorz Lehmann, Andreas Rieger, Marco Blumendorf, Sahin Albayrak
In: 1st IEEE PerCom Workshop on Smart Environments, Mannheim, Germany; 2010

Semantically-enhanced Ubiquitous User Modeling
Till Plumbaum
In: Doctoral Consortium UMAP 2010; 2010

Semantic Group Support System for Context Adaptive Collaboration
Stefan Werner Knoll, Till Plumbaum, Ernesto William De Luca
In: CHI 2010 workshop on Context-Adaptive Interaction for Collaborative Work (CAICOLL 2010); 2010

A Multimodal User Interface Model For Runtime Distribution
Dirk Roscher, Marco Blumendorf, Sahin Albayrak
In: Proceedings of the CHI'10 Workshop on Model Driven Development of Advanced User Interfaces; 2010

QoE Testbed Infrastructure and Services: Enriching the End User’s Experience
Ahmet Cihat Toker, Thomas Kaschwig, Frances Cleary Grant, Eileen Dillon, Gemma Power, Christian Hämmerle
In: Tridentcom 2010; 2010

Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization
Jérôme Kunegis, Stephan Schmidt, Andreas Lommatzsch, Jürgen Lerner, Ernesto W. De Luca, Sahin Albayrak
In: Proc. SIAM Int. Conf. on Data Mining; 2010

How social relationships affect user similarities
Alan Said, Ernesto William De Luca, Sahin Albayrak
In: International Conference on Intelligent User Interfaces Workshop on Social Recommender Systems; 2010

A Probabilistic Diffusion Scheme for Anomaly Detection on Smartphones
Christian Bauckhage, Tansu Alpcan, Aubrey-Derrick Schmidt
In: Fourth International Workshop in Information Security Theory and Practice 2010 (WISTP'10), Passau, Germany; 2010

Optimization and Early-Warning in DSL Access Networks based on Simulation
Rainer Bye, Joël Chinnow, Jan Clausen, Karsten Bsufka, Sahin Albayrak
In: Third International Conference on Simulation Tools and Techniques for Communications, Networks and Systems, SimuTools 2010; 2010

Game-Theory Based User Centric Network Selection with Media Independent Handover Services and Flow Management
Manzoor Ahmed Khan, Umar Toseef, Stefan Marx, Carmelita Goerg
In: IEEE Annual Communication Networks and Services Research Conference, CNSR; 2010

Connecting Senior Citizens through Interactive TV
Baris Karatas, Torsten Schmidt, Jérôme Kunegis, Till Plumbaum
In: Proc. Ambient Assisted Living 2010; 2010

Application-level simulation for network security
Stephan Schmidt, Rainer Bye, Joel Chinnow, Karsten Bsufka, Ahmet Camtepe, Sahin Albayrak
In: Simulation: Transactions of The Society for Modeling and Simulation International; 2010

Integration von OWL in einem Interpreter als Konzept für komplexe Datentypen
Michael Burkhardt
In: Technische Universität Berlin, Berlin, Germany; 2010

A Trilogy of Webs for Machines
Alexander Korth, Benjamin Hirsch, Till Plumbaum
In: Linked Data in the Future Internet at the Future Internet Assembly; 2010; 2010

2009

BOOK CHAPTER: Time Synchronization
Fikret Sivrikaya, Bülent Yener
In: Wireless Sensor Networks: A Networking Perspective (eds J. Zheng and A. Jamalipour); 2009

SCAF Semantic Contents Acquisition Framework
Danuta Ploch, Thomas Strecker, Ilya Tsyganov
2009

Self-organizing Production with Distributed Intelligence
Eckhard Hohwieler, Eckart Uhlmann; Michael Niedermayer, Benjamin Hirsch
In: Proceedings of the 2nd International Researchers Symposium 2009 on Innovative Production Machines and Systems; 2009

Konzeption und Entwicklung einer verteilten Architektur für IP basierte Multimediadienste unter Einsatz von Peer-to-Peer Techniken
Juri Glaß
In: Technische Universität Berlin, Berlin, Germany; 2009

Ein Framework für Ambient Assisted Living Services
Sahin Albayrak, Marco Blumendorf, Sebastian Feuerstack, Tobias Küster, Andreas Rieger, Veit Schwartze, Carsten Wirth, Paul Zernicke
In: Ambient Assisted Living 2009, 2. Deutsche AAL Kongress, Berlin; 2009

Continuous User Verification through Behavioral Biometrics
Arik Messerman
In: Proceedings of the Fourth GI SIG SIDAR Graduate Workshop on Reactive Security (SPRING), SR-2009-01 (Technical Reports), 15 September 2009, Stuttgart, Germany; 2009

[Abstract] Smartphone Malware Evolution Revisited
Aubrey-Derrick Schmidt
In: Proceedings of the Fourth GI Graduate Workshop on Reactive Security (SPRING), number SR-2009-01 in GI SIG SIDAR Technical Reports, Stuttgart, Germany, 15 September 2009, GI SIG SIDAR; 2009

Minimum Delay Routing for Wireless Networks with STDMA
Fikret Sivrikaya, Bülent Yener
In: Springer Wireless Networks; 2009

Stochastic Routing in Wireless Sensor Networks
Fikret Sivrikaya, Thomas Geithner, Cuong Truong, Manzoor Ahmed Khan, Sahin Albayrak
In: International Conference on Communications; 2009

Auction Based Interface Selection in Heterogeneous Wireless Networks
Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak, Khalid Qazi Mengal
In: IFIP Internation Wireless Days Conference; 2009

Multimodal Interaction in Smart Environments A Model-based Runtime System for Ubiquitous User Interfaces
Marco Blumendorf
In: Berlin; 2009

A Hybrid Approach to Recommender Systems based on Matrix Factorizations
Stephan Spiegel
In: Technische Universität Berlin (Diploma Thesis); 2009

Towards Toolipse 2. Tool Support for the Next Generation Agent Framework
Michael Burkhardt, Marco Lützenberger, Nils Masuch
In: Computing and Information Systems Journal, 13(3):21-28; 2009

Cows and Fences: JIAC V - AC’09 Team Description
Axel Heßler, Tobias Küster, Oliver Niemann, Aldin Sljivar, Amir Matallaoui
In: Proceedings of the 10th International Workshop on Computational Logic in Multi-Agent Systems 2009; 2009

Towards Toolipse 2: Tool Support for the Next Generation Agent Framework
Michael Burkhardt, Marco Lützenberger, Nils Masuch
In: Proceedings of 11th European Agent Systems Summer School 2009, pp. 30-32; 2009

MAMS Service Framework
Alexander Thiele, Silvan Kaiser, Thomas Konnerth, Benjamin Hirsch
In: SOCASE '09: Proceedings of The Service-Oriented Computing: Agents, Semantics, and Engineering (SOCASE) Workshop; 2009

MAMS Service Framework
Alexander Thiele, Thomas Konnerth, Silvan Kaiser, Jan Keiser
In: Eighth international conference on autonomous agents and multiagent systems (AAMAS 2009); 2009

Hydra: A Hybrid Recommender System [Cross-Linked Rating and Content Information]
Stephan Spiegel, Jérôme Kunegis, Fang Li
In: Workshop on Complex Networks in Information and Knowledge Management (CNIKM'09); 2009

Towards a Common Smart Home Technology
Mathias Runge, Michael Quade, Marco Blumendorf, Sahin Albayrak
In: AmI-Blocks'2009 Smart Products: Building Blocks of Ambient Intelligence; 2009

A Novel Approach for Device Independent Gesture Recognition
Mathias Wilhelm, Marco Blumendorf, Dirk Roscher, Sahin Albayrak
In: HAID2009: Proceedings of the fourth International Workshop on Haptic and Audio Interaction Design 2009. Vol. 2, Dresden, Germany; 2009

PERIMETER: Privacy-Preserving Contract-less, User Centric, Seamless Roaming for Always Best Connected Future Internet
Ahmet Cihat Toker, Fikret Sivrikaya
In: 22nd Wireless World Research Forum Meeting, Paris, 5th - 7th May 2009.; 2009

Cooperative Game Theoretic Approach to Integrated Bandwidth Sharing and Allocation
Manzoor Ahmed Khan, Ahmet Cihat Toker, Cuong Troung, Fikret Sivrikaya, Sahin Albayrak
In: International Conference on Game Theory for Networks, 2009; 2009

An Extensible Simulation Framework for Critical Infrastructure Security
Joël Chinnow, Rainer Bye, Stephan Schmidt, Karsten Bsufka, Seyit Ahmet Camtepe, Sahin Albayrak
2009

The Universal Recommender
Jérôme Kunegis, Alan Said, Winfried Umbrath
2009

Teamworking for Security: The Collaborative Approach
Rainer Bye,Seyit Ahmet Camtepe, Sahin Albayrak
In: Information Science Reference; 2009

Understanding the user: Personomy translation for tag-recommendation
Robert Wetzker, Alan Said, Carsten Zimmermann
In: ECML PKDD Discovery Challenge 2009, Bled, Slovenia; 2009

A hybrid PLSA approach for warmer cold start in folksonomy recommendation
Alan Said, Robert Wetzker, Winfried Umbrath, Leonhard Hennig
In: Proceedings of the RecSys'09 Workshop on Recommender Systems & The Social Web, New York, NY; 2009

Smartphone Malware Evolution Revisited: Android Next Target?
Aubrey-Derrick Schmidt, Hans-Gunther Schmidt, Leonid Batyuk, Jan Hendrik Clausen, Seyit Ahmet Camtepe, Sahin Albayrak, Can Yildizli
In: 4th IEEE International Conference on Malicious and Unwanted Software (Malware 2009), Montreal, Quebec, Canada; 2009

Detecting Symbian OS Malware through Static Function Call Analysis
Aubrey-Derrick Schmidt, Jan Hendrik Clausen, Seyit Ahmet Camtepe, Sahin Albayrak
In: 4th IEEE International Conference on Malicious and Unwanted Software (Malware 2009), Montreal, Quebec, Canada; 2009

Eine offene Architektur für die agentenbasierte, adaptive, personalisierte Informationsfilterung
Andreas Lommatzsch
In: Berlin, Techn. Univ., Diss., 2009; 2009

Applying JIAC V to Real World Problems --- The MAMS Case
Alexander Thiele, Thomas Konnerth, Silvan Kaiser, Jan Keiser, Benjamin Hirsch
In: Multiagent System Technologies, Springer; 2009

Modelling and Transforming BPMN Diagrams with the Visual Service Design Tool
Tobias Küster, Axel Heßler, Benjamin Hirsch
In: BPM2009 Demo Track; 2009

MicroJIAC 2.0 - The Agent Framework for Constrained Devices and Beyond
Marcel Patzlaff, Erdene-Ochir Tuguldur
In: DAI-Labor; 2009

Profile-based Recommendation of and by Domain Experts supporting web 2.0 Community Paradigms
Gerald Eichler, Andreas Lommatzsch
In: Barcelona; 2009

From Community towards Enterprise - a taxonomy-based search for experts
Gerald Eichler, Andreas Lommatzsch, Thomas Strecker, Danuta Ploch, Conny Strecker, Robert Wetzker
In: In Christian Erfurth, Gerald Eichler, Volkmar Schau (Eds.), Proceeding of the 9th International Conference on Innovative Internet Community Systems I2CS 2009, June 15 - 17, 2009, Jena, Germany; 2009

Topic-based Multi-Document Summarization with Probabilistic Latent Semantic Analysis
Leonhard Hennig
In: Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2009); 2009

Unifying JIAC Agent Development with AWE
Marco Lützenberger, Tobias Küster, Axel Heßler, Benjamin Hirsch
In: Proceedings of the 7th German Conference on Multiagent System Technologies, 220-225; 2009

Analysis of a New Simulation Approach to Dialog System Evaluation
Klaus-Peter Engelbrecht, Michael Quade, Sebastian Möller
In: Speech Communication; 2009

Merging Agents and Services - the JIAC Agent Platform
Benjamin Hirsch, Thomas Konnerth, Axel Heßler
In: Multi-Agent Programming: Languages, Tools and Applications. Springer 2009; 2009

Identity Theft, Computers and Behavioral Biometrics
Robert Moskovitch, Clint Feher, Arik Messerman, Niklas Kirschnick, Tarik Mustafic, Seyit Ahmet Camtepe, Bernhard Löhlein, Ulrich Heister, Sebastian Möller, Lior Rokach, Yuval Elovici
In: IEEE Intelligence and Security Informatics 2009 (ISI2009), Dallas, TX, USA; 2009

Automated Ground Truth Data Generation for Newspaper Document Images
Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas M. Breuel
In: Tenth International Conference on Document Analysis and Recognition (ICDAR'2009); 2009

Learning Spectral Graph Transformations for Link Prediction
Jérôme Kunegis, Andreas Lommatzsch
In: 26th International Conference on Machine Learning; 2009

Ubiquitous User Interfaces: Multimodal Adaptive Interaction for Smart Environments
Marco Blumendorf, Grzegorz Lehmann, Dirk Roscher, Sahin Albayrak
In: Central Connecticut State University, USA; 2009

Towards a Framework for the Development of Adaptive Multimodal User Interfaces for Ambient Assisted Living Environments
Marco Blumendorf, Sahin Albayrak
In: HCI International 2009, 19-24 July 09, Town and Country Resort & Convention Center, San Diego, CA, USA; 2009

A Meta User Interface to Control Multimodal Interaction in Smart Environments
Dirk Roscher, Marco Blumendorf, Sahin Albayrak
In: IUI '09: Proceedingsc of the 13th international conference on Intelligent user interfaces; 2009

Using Meta User Interfaces to Control Multimodal Interaction in Smart Environments
Dirk Roscher, Marco Blumendorf, Sahin Albayrak
In: Proceedings of the IUI'09 Workshop on Model Driven Development of Advanced User Interfaces; 2009

Tag Spam Creates Large Non-Giant Connected Components
Nicolas Neubauer, Robert Wetzker, Klaus Obermayer
In: Airweb 2009: Fifth International Workshop on Adversarial Information Retrieval on the Web| 18th Int. World Wide Web Conference, Madrid, Spain, 2009 | to appear; 2009

Semantic Web Usage Mining: Using Semantics to Understand User Intentions
Till Plumbaum, Tino Stelter, Alexander Korth
In: User Modeling and Adaptive Hypermedia and Adaptive Web-Based Systems (UMAP); 2009

Design and Modeling of Collaboration Architecture for Security
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: International Symposium on Collaborative Technologies and Systems; 2009

Google Android - A Comprehensive Introduction
Hans-Gunther Schmidt, Karsten Raddatz, Aubrey-Derrick Schmidt, Seyit Ahmet Camtepe, and Sahin Albayrak
In: Berlin; 2009

Behavior-sensitive User Interfaces for Smart Environments
Veit Schwartze, Sebastian Feuerstack, Sahin Albayrak
In: San Diego, CA, USA; 2009

Developing and Benchmarking Native Linux Applications on Android
Leonid Batyuk, Aubrey-Derrick Schmidt, Hans-Gunther Schmidt, Seyit Ahmet Camtepe, and Sahin Albayrak
In: Second International Conference on MOBILe Wireless MiddleWARE, Operating Systems, and Applications (Mobilware 2009), Berlin; 2009

Solving inherent problems of Anomaly Detection by Cooperation
Rainer Bye, Katja Luther,Seyit Ahmet Camtepe, Sahin Albayrak
2009

The Slashdot Zoo: Mining a Social Network with Negative Edges
Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage
In: 18th International World Wide Web Conference; 2009

A hybrid approach to item recommendation in folksonomies
Robert Wetzker, Winfried Umbrath, Alan Said
In: ESAIR 2009 : Exploiting Semantic Annotations in Information Retrieval; 2009

Static Analysis of Executables for Collaborative Malware Detection on Android
Aubrey-Derrick Schmidt, Rainer Bye, Hans-Gunther Schmidt, Jan Hendrik Clausen, Osman Kiraz, Kamer A. Yüksel, Seyit Ahmet Camtepe, and Sahin Albayrak
In: IEEE International Conference on Communications (ICC) 2009, Dresden, Germany; 2009

Automatic Layouting of Personalized Newspaper Pages
Thomas Strecker, Leonhard Hennig
In: Operations Research Proceedings 2008; 2009

2008

Network level cooperation for resource allocation in future wireless networks
Manzoor Ahmed Khan , Cuong Troung, Thomas Geithner, Fikret Sivrikaya, Sahin Albayrak,
In: IFIP Wireless Days Conference, Dubai (RECEIVED BEST PAPER AWARD); 2008

Improvement of speech recognition for robots using blind signal separation
Daniel Bicher, Olaf Kroll-Peters, Thebin Lee, Natascha Tiotuico, Mathias Wilhelm
In: Proceedings of the 8th conference on Signal processing, computational geometry and artificial vision.; 2008

D-LOMS: Methoden und Werkzeuge zur Entwicklung, Bereitstellung und Nutzung von ortsabhängigen mobilen Services : Schlussbericht ; Berichtszeitraum: 01. März 2006 - 31. August 2008
Jan Keiser
In: Technische Informationsbibliothek Hannover; 2008

XSLT-based Web-Content Extraction
Thomas Strecker, Danuta Ploch, Martin Kurze, Sahin Albayrak
2008

IMAGE RETRIEVAL AND WEB 2.0 – WHERE CAN WE GO FROM HERE?
Christian Bauckhage, Tansu Alpcan, Robert Wetzker, Winfried Umbrath
In: Proceedings of the 15th IEEE International Conference on Image Processing; 2008

Herding Agents - JIAC TNG in Multi-Agent Programming Contest 2008
Axel Heßler, Tuguldur Erdene-Ochir, Jan Keiser, Tobias Küster, Marcel Patzlaff, Alexander Thiele
In: Proceedings of the Sixth International Workshop on Programming Multi-Agent Systems (ProMAS 2008).; 2008

Alternative Similarity Functions for Graph Kernels
Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage
In: 19th International Conference on Pattern Recognition (ICPR 2008); 2008

Raising Awareness for Environmental Issues through Mobile Device Based Serious Games
Hanno Hildmann, Benjamin Hirsch
In: Microsoft Academic Days; 2008

Monitoring Smartphones for Anomaly Detection
Aubrey-Derrick Schmidt, Frank Peters, Florian Lamour, Christian Scheel, Seyit Ahmet Camtepe, Sahin Albayrak
In: Mobile Networks and Applications; 2008

[Abstract] CIMD- Collaborative Intrusion and Malware Detection
Rainer Bye
In: Proceedings of the Third GI SIG SIDAR Graduate Workshop on Reactive Security (SPRING) 2008; 2008

A hierarchical approach to intrusion detection and response in MANETs
Stephan Schmidt
In: Proceedings of the Third GI SIG SIDAR Graduate Workshop on Reactive Security (SPRING); 2008

MIAS: Management Infrastruktur für agentenbasierte Systeme
Jan Keiser
In: Technische Universität Berlin; 2008

Enhancing Security of Linux-based Android Devices
Aubrey-Derrick Schmidt, Hans-Gunther Schmidt, Jan Hendrik Clausen, Kamer Ali Yüksel, Osman Kiraz, Seyit Ahmet Camtepe, Sahin Albayrak
In: 15th International Linux Kongress, 2008, Hamburg, Germany; 2008

[Abstract] Anomaly Detection on Smartphones
Aubrey-Derrick Schmidt
In: Proceedings of the Third GI SIG SIDAR Graduate Workshop on Reactive Security (SPRING) 2008; 2008

Simply web-n-walk – A Personalized Mobile 2.0 Service Enabler
Martin Kurze, Alexander Korth, Till Plumbaum
In: Bordeaux; 2008

Spatially Limited Contention for Multi-Hop Wireless Networks
Fikret Sivrikaya, Bülent Yener, Sahin Albayrak
In: IEEE Global Communications Conference, Globecom; 2008

Towards Transformations from BPMN to Heterogeneous Systems
Tobias Küster and Axel Heßler
In: BPM2008 Workshop Proceedings; 2008

Entwicklung eines User Tracking Systems zur verbesserten Benutzermodellierung
Tino Stelter, Till Plumbaum
2008

MeMo Workbench for Semi-Automated Usability Testing
Klaus-Peter Engelbrecht, Michael Kruppa, Sebastian Möller, Michael Quade
In: Brisbane, Australia; 2008

Tailoring Taxonomies for Efficient Text Categorization and Expert Finding
Robert Wetzker, Winfried Umbrath, Leonhard Hennig, Christian Bauckhage, Tansu Alpcan, Florian Metze
In: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology; 2008

An Ontology-based Approach to Text Summarization
Leonhard Hennig, Robert Wetzker, Winfried Umbrath
In: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2008), Workshop on Natural Language Processing and Ontology Engineering (NLPOE 2008); 2008

Tailoring text for automatic layouting of newspaper pages
Leonhard Hennig, Thomas Strecker
In: Proceedings of the International Conference on Pattern Recognition (ICPR 2008); 2008

Monitoring Android for Collaborative Anomaly Detection: A First Architectural Draft
Aubrey-Derrick Schmidt, Rainer Bye, Hans-Gunther Schmidt, Kamer Ali Yüksel, Osman Kiraz, Jan Hendrik Clausen, Karsten Raddatz, Seyit Ahmet Camtepe, and Sahin Albayrak
2008

Automated Usability Evaluation during Model-Based Interactive System Development
Sebastian Feuerstack, Marco Blumendorf, Maximilian Kern, Michael Kruppa, Michael Quade, Mathias Runge, Sahin Albayrak
In: 7th International workshop on TAsk MOdels and DIAgrams (TAMODIA 2008) 2008, September 25-26, Pisa, Italy; 2008

Detecting Trends in Social Bookmarking Systems using a Probabilistic Generative Model and Smoothing
Robert Wetzker, Till Plumbaum, Alexander Korth, Cchristian Bauckhage, Tansu Alpcan, Florian Metze
In: Proceedings of the International Conference on Pattern Recognition (ICPR) | to appear; 2008

CIMD-Collaborative Intrusion and Malware Detection
Rainer Bye, Sahin Albayrak
2008

A Simple but Effective Approach to Game-based Mobile Learning
Stefan Fricke, Olaf Kroll-Peters, Natascha Tiotuico
In: IEEE International Conference on Information Technology in Education(CITE2008); 2008

Game Design: Motivation for Mobile Gaming Created by New Technologies
Natascha J. Tiotuico, Olaf Kroll-Peters, Tino Stelter, Daniel Odry
In: Workshop Mobile Gaming '08, Informatik 2008, München, 8.-13.09.2008; 2008

Adaptive Window Size to Reduce the Influence of Heterogeneous Mobility on TCP Performance
Niklas Kirschnick, Pablo Vidales, Frank Steuer, Sahin Albayrak
In: IEEE ISCC 2008; 2008

Vision Based Obstacle Detection for Wheeled Robots
Tilman Wekel, Olaf Kroll-Peters, Sahin Albayrak
In: IEEE International Conference on Control, Automation and Systems (ICCAS2008); 2008

Emotional speech in the context of entertainment robots. The effect of different emotions on users' perceptions.
Olaf Kroll-Peters, Simon Rauterberg, Ugur Sürücü, Andreas Unterstein and Mathias Wilhelm
In: IEEE International Conference on Intelligent Robots and Systems (IROS2008); 2008

Bringing Creation of Context-Aware Mobile Services to the Masses
Jan Keiser, Tham Kriengchaiyapruk
In: IEEE SOA Industry Summit (SOAIS 2008) at IEEE Congress on Services (SERVICES 2008), Hawaii, USA, July 2008; 2008

Easy Service Creation of Local Mobile Services on an Open SOA Platform
Frank Bormann, Stephan Flake, Jan Keiser, Tham Kriengchaiyapruk, Yassin Nachite, Jürgen Tacken
In: 17th ICT Mobile and Wireless Communications Summit (ICT-MobileSummit 2008), Stockholm, Sweden, June 2008; 2008

On the Scalability of Graph Kernels Applied to Collaborative Recommenders
Jérôme Kunegis, Andreas Lommatzsch, Şahin Albayrak, Christian Bauckhage
In: 18th European Conference on Artificial Intelligence (ECAI 2008), Workshop on Recommender Systems; 2008

Modeling Collaborative Similarity with the Signed Resistance Distance Kernel
Jérôme Kunegis, Stephan Schmidt, Şahin Albayrak, Christian Bauckhage, Martin Mehlitz
In: 18th European Conference on Artificial Intelligence (ECAI 2008); 2008

Analyzing Social Bookmarking Systems: A del.icio.us Cookbook
Robert Wetzker, Carsten Zimmermann and Christian Bauckhage
In: European Conference on Artificial Intelligence (ECAI); 2008

Utilizing Dynamic Executable Models for User Interface Development
Grzegorz Lehmann, Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak
In: DSV-IS 2008, Ontario, Canada; 2008

Executable Models for Human-Computer Interaction
Marco Blumendorf, Grzegorz Lehmann, Sebastian Feuerstack, Sahin Albayrak
In: DSV-IS 2008, Ontario, Canada; 2008

Mobisense Testbed: Merging User Perception and Network Performance
Pablo Vidales, Niklas Kirschnick, Blazej Lewcio, Frank Steuer, Marcel Waeltermann, Sebastian Moeller
In: Tridentcom 2008; 2008

A Connectivity Management System for Vehicular Telemedicine Applications in Heterogeneous Networks
Frank Steuer, Thomas Geithner, Kaan Bür, Thomas Kaschwig, Sahin Albayrak
In: WEEDEV 2008; 2008

Model-based Layout Generation
Sebastian Feuerstack, Marco Blumendorf, Veit Schwartze, Sahin Albayrak
In: ACM Advanced Visual Interfaces Conference 2008; Napoli, Italy; 2008

Multimodal User Interfaces for Smart Environments: The Multi-Access Service Platform
Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak
In: ACM Advanced Visual Interfaces Conference 2008; Napoli, Italy; 2008

Multimodal Smart Home User Interfaces
Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak
In: International Workshop on Intelligent User Interfaces for Ambient Assisted Living (IUI4AAL), at International Conference on Intelligent User Interfaces, Spain 2008; 2008

Toolipse: An IDE for Development of JIAC Applications
Axel Heßler, Erdene-Ochir Tuguldur, Benjamin Hirsch, and Sahin Albayrak
In: Proceedings of ProMAS 2008; 2008

Agent Programming in Practise - Experiences with the JIAC IV Agent Framework
Benjamin Hirsch, Stefan Fricke, Olaf Kroll-Peters, and Thomas Konnerth
In: Proceedings of AT2AI 2008; 2008

Malicious Software for Smartphones
Aubrey-Derrick Schmidt, Sahin Albayrak
In: Berlin; 2008

Ambient learning perspectives in the context of modern information and communication technology
Natascha Jasmin Tiotuico, Olaf Kroll-Peters, Benjamin Hirsch, Paul Zernicke
In: INTED 2008 - Conference Proceedings; 2008

Learning through enthusiasm - how more interaction and relation to real life lead to a better understanding and less learning effort
Olaf Kroll-Peters, Benjamin Hirsch, Natascha Jasmin Tiotuico
In: INTED 2008 - Conference Proceedings; 2008

Autonomous Security - Eine neuartige Architektur f?r netzwerkbasierte Intrusion Detection und Response
Sahin Albayrak, Katja Luther, Rainer Bye, Stephan Schmidt, Aubrey-Derrick Schmidt, Karsten Bsufka
In: 15. DFN Workshop Sicherheit in vernetzten Systemen; 2008

Monitoring Smartphones for Anomaly Detection
Aubrey-Derrick Schmidt, Frank Peters, Florian Lamour, Sahin Albayrak
In: Mobilware 2008, Innsbruck, Österreich; 2008

Artificial Cell Communication in Distributed Systems
Michael Hilker, Katja Luther
In: Ginowan, Okinawa, Japan; 2008

Feed Distillation Using AdaBoost and Topic Maps
Wai-Lung Lee, Andreas Lommatzsch, Christian Scheel
In: The Sixteenth Text REtrieval Conference (TREC 2007); 2008

Application-level simulation for network security
Rainer Bye, Stephan Schmidt, Katja Luther, Sahin Albayrak
In: First International Conference on Simulation Tools and Techniques for Communications, Networks and Systems, SimuTools 2008; 2008

2007

Analyse und Bewertung von vertraulichkeits-, integritäts- und authentizitätsbasierter Kommunikation mittels steganographischer Kryptologie
Arik Messerman
In: Berlin, Germany (Technische Universität Berlin); 2007

Konzeption und prototypische Implementierung eines Verfahrens zur automatischen Benutzerklassifizierung als Grundlage für Usability-Evaluationsmethoden
Michael Quade
2007

Entwicklung eines visuellen Editors auf Basis von EMF und GEF
Marek Iwaszkiewicz, Thomas Strecker
2007

Assessing the Value of Unrated Items in Collaborative Filtering
Jérôme Kunegis, Andreas Lommatzsch, Martin Mehlitz
In: Proceedings of the 2nd International Conference on Digital Information Management; 2007

Automatische Ontologie-Optimierung in Ontologie-basierten Systemen
Winfried Umbrath
In: Universitaet Potsdam; 2007

Konzeption und Modellierung einer visuellen Repräsentation von XSLT 2.0 auf Basis von Eclipse Technologien
Danuta Ploch
2007

Prototyping of Multimodal Interactions for Smart Environments based on Task Models
Sebastian Feuerstack, Marco Blumendorf, Sahin Albayrak
In: European Conference on Ambient Intelligence: Workshop on Model Driven Software Engineering for Ambient Intelligence Applications, Darmstadt, Germany; 2007

Multimodal User Interaction in Smart Environments: Delivering Distributed User Interfaces
Marco Blumendorf, Sebastian Feuerstack and Sahin Albayrak
In: European Conference on Ambient Intelligence: Workshop on Model Driven Software Engineering for Ambient Intelligence Applications, Darmstadt, Germany; 2007

Decentralized Detector Generation in Cooperative Intrusion Detection Systems
Rainer Bye, Katja Luther, Seyit Ahmet Camtepe, Tansu Alpcan, Sahin Albayrak, Bülent Yener
In: Lecture Notes in Computer Science , Vol. 4838; 2007

Development of a Visual Service Design Tool providing a mapping from BPMN to JIAC
Tobias Küster
In: Diplomarbeit, DAI-Labor, Technische Universität Berlin; 2007

Towards Collaborative User-Centric Healthcare Services
Paul Zernicke, Carsten Wirth, Sahin Albayrak
In: Merrillville, Indiana, USA; 2007

Mapping BPMN to Agents: An Analysis
Holger Endert, Tobias Küster, Benjamin Hirsch and Sahin Albayrak
In: First international Workshop on Agents, Web-Services, and Ontologies Integrated Methodologies (AWESOME'007); 2007

Looking for Unexpected Consequences of Interface Design Decisions: The MeMo Workbench
Anthony Jameson, Angela Mahr, Michael Kruppa, Andreas Rieger, Robert Schleicher
In: 6th International workshop on TAsk MOdels and DIAgrams (TAMODIA 2007); 2007

A Framework for Ubiquitous User Modeling
Alexander Korth, Till Plumbaum
In: IEEE International Conference on Information Reuse and Integration (IRI2007); 2007

An unsupervised hierarchical method for automated document categorization
Robert Wetzker, Tansu Alpcan, Christian Bauckhage, Winfried Umbrath, and Sahin Albayrak
In: Proceedings of the IEEE/WIC/ACM Web Intelligence 2007, Silicon Valley, USA; 2007

An Intelligent Knowledge Sharing System for Web Communities
Christian Bauckhage, Tansu Alpcan, Sachin Agarwal, Florian Metze, Robert Wetzker, Milena Ilic and Sahin Albayrak
In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2007, Montreal, Canada; 2007

Network Economy for Efficient Service Delivery in Heterogeneous Next Generation Networks
Sahin Albayrak, Kaan Bür, Ahmet Cihat Toker
In: IEEE Network; 2007

A Parameter Injection Algorithm for Real-time Traffic in 802.11 Open Access Networks
Mouslim El-Kotob, Sahin Albayrak
In: IEEE GLOBECOM 2007; 2007

Distance Measures in Query Space: How Strongly to Use Feedback from Past Queries
Nicolas Neubauer, Christian Scheel, Sahin Albayrak, Klaus Obermayer
In: Proceedings of the IEEE/WIC/ACM Web Intelligence 2007; 2007

Towards a Mapping from BPMN to Agents
Holger Endert, Benjamin Hirsch, Tobias Küster and Sahin Albayrak
In: Springer LNCS 4504 (ISBN: 978-3-540-72618-0) | Service-Oriented Computing: Agents, Semantics, and Engineering. AAMAS 2007 International Workshop, SOCASE 2007, Honolulu, HI, USA, May 14, 2007; 2007

Agent Technology for Personalized Information Filtering: The PIA System
Sahin Albayrak, Stefan Wollny, Andreas Lommatzsch, Dragan Milosevic
In: Scientific International Journal for Parallel and Distributed Computing (SCPE), Volume 8, Number 1, pp. 29-40, 2007.; 2007

Efficient Query Delegation by Detecting Redundant Retrieval Strategies
Christian Scheel, Nicolas Neubauer, Andreas Lommatzsch, Klaus Obermayer, Sahin Albayrak
In: SIGIR 2007 Workshop: Learning to Rank for Information Retrieval; 2007

Collecting Gold: MicroJIAC Agents in MULTI-AGENT PROGRAMMING CONTEST
Erdene-Ochir Tuguldur, Marcel Patzlaff
In: Proceedings of the Fifth International Workshop on Programming Multi-Agent Systems (ProMAS 2007). At AAMAS 2007. Honolulu, HI, USA; 2007

Collecting Gold. JIAC IV Agents in MULTI-AGENT PROGRAMMING CONTEST.
Axel Heßler, Benjamin Hirsch, Jan Keiser
In: Proceedings of the Fifth International Workshop on Programming Multi-Agent Systems (ProMAS 2007). At AAMAS 2007. Honolulu, HI, USA.; 2007

Agents do it for Money - Accounting features in Agents
Jan Keiser, Benjamin Hirsch, Sahin Albayrak
In: Springer LNAI 4908 | Fifth International Workshop on Programming Multi-Agent Systems (ProMAS'07) at Sixth International Joint Conference on Autonomous Agents and Multiagent Systems, Honolulu, Hawaii, USA, May 15, 2007; 2007

Adapting Ratings in Memory-Based Collaborative Filtering using Linear Regression
Jérôme Kunegis, Şahin Albayrak
In: Proceedings of the 2007 IEEE International Conference on Information Reuse and Integration; 2007

Managing Heterogeneous Access Networks - Coordinated policy based decision engines for mobility management
Ahmet Cihat Toker, Gökhan Coskun, Morten Schlaeger, Changpeng Fan, Varaporn Pangboonyanon, Asanga Udugama
In: The First IEEE LCN Workshop On User MObility and VEhicular Networks (ON-MOVE); 2007

An Agent-Based Approach to User-Initiated Semantic Service Interconnection
Nicolas Braun, Richard Cissée, Sahin Albayrak
In: Springer LNCS 4504 (ISBN: 978-3-540-72618-0); 2007

A Multi-Agent Framework for Personalized Information Filtering
Andreas Lommatzsch, Martin Mehlitz, Jérôme Kunegis
In: German E-Science Conference 2007; 2007

Using Multi-Agent Systems for Learning optimal Policies for complex Problems
Andreas Lommatzsch, Sahin Albayrak
In: ACM Southeast 2007 Conference, Winston-Salem, North Carolina, USA, 2007.; 2007

Network Economy in Service- and Context-Aware Next Generation Mobile Networks
Sahin Albayrak, Kaan Bür, Ahmet Cihat Toker
In: Proceedings of PIMRC – the 18th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Athens, Greece, September 3-7, 2007; 2007

Agent Technology for Personalized Information Filtering: The PIA-System
Sahin Albayrak, Stefan Wollny, Andreas Lommatzsch, Dragan Milosevic
In: Scalable Computing: Practice and Experience (SCPE), 2007; 2007

Computational Logics and Agents - A Roadmap of Current Technologies and Future Trends
Michael Fisher, Rafael Bordini, Benjamin Hirsch, Paolo Torroni
In: Journal of Computational Intelligence; 2007

Malware Filtering for Network Security Using Weighted Optimality Measures
Michael Bloem, Tansu Alpcan, Stephan Schmidt, Tamer Basar
In: IEEE Multi-conference on Systems and Control 2007; 2007

An Agent-Based Approach for Privacy-Preserving Recommender Systems
Richard Cissée, Sahin Albayrak
In: Research Publishing Services, ISBN: 978-81-904262-7-5; 2007

Herausforderungen der heutigen IT-Systeme
Olaf Kroll-Peters, Michael Quade
In: Frankfurt am Main; 2007

Improving TCP Goodput in 802.11 Access Networks
Long Le, Sahin Albayrak, Mouslim El-Kotob, Ahmet Cihat Toker
In: IEEE ICC 2007; 2007

Collaborative Filtering using Electrical Resistance Network Models with Negative Edges
Jérôme Kunegis, Stephan Schmidt
In: Industrial Conference on Data Mining 2007; 2007

A Cooperative AIS Framework for Intrusion Detection
Katja Luther, Rainer Bye, Tansu Alpcan, Sahin Albayrak, Achim Müller
In: IEEE International Conference on Communications (ICC 2007); 2007

A Malware Detector Placement Game for Intrusion Detection
Stephan Schmidt, Tansu Alpcan, Sahin Albayrak, Tamer Basar, Achim Müller
In: CRITIS, 2nd International Workshop on Critical Information Infrastructures Security; 2007

Multi-Domain Collaborative Exploration Mechanisms for Query Expansion in Agent Based Filtering Framework
Albayrak Sahin, Dragan Milosevic
In: Special Issue on Intelligence in e-Application, Journal of E-commerce Research and Application (to appear); 2007

2006

A User Modeling Framework for Personalized User Interfaces
Till Plumbaum
In: Berlin; 2006

Ein gradualisiertes Communitymodell zur Bildung wissenschaftlicher Gemeinschaften
Michael Hahne, Corinna Jung, Jérôme Kunegis, Andreas Lommatzsch, André Paus
In: GITO Verlag; 2006

Semantics- and Context-Aware Networks: Motivation, Requirements, and Architecture
Long Le, Sahin Albayrak, Mouslim El-Kotob, Frank Steuer, Ahmet Cihat Toker
2006

The Open Access Network Architectural Paradigm Viewed Versus Peer Approaches
Mouslim El-Kotob, Herbert Almus, Sahin Albayrak, and Klaus Rebensburg
In: Telektronikk Journal for Telecommunications; 2006

Potential Coverage and Capacity of Multi-cell Wireless LANs
Jan Erik Håkegård and Mouslim El-Kotob
In: Broadband Europe Geneva, Switzerland 11-14 December 2006; 2006

A Serviceware Framework for Designing Ambient Services
Benjamin Hirsch, Thomas Konnerth, Axel Heßler, Sahin Albayrak
In: Springer France, Paris; 2006

Seamless Home Services
Sebastian Feuerstack, Marco Blumendorf, Grzegorz Lehmann, Sahin Albayrak
In: AmI.d 2006, Sophia Antipolis, France, 20.-22.09.2006; 2006

Event-based Synchronization of Model-Based Multimodal User Interfaces
Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak
In: Second International Workshop on Model Driven Development of Advanced User Interfaces, MoDELS 2006, Genova, Italy, 1.-5.10.2006; 2006

Bridging the Gap between Model and Design of User Interfaces
Sebastian Feuerstack, Marco Blumendorf, Sahin Albayrak
In: Workshop Modellbasierte Entwicklung von Interaktionsanwendungen, Informatik 2006, Dresden, 1.-6.10.2006; 2006

Coordinating Filtering Strategies in Cooperative Agent Communities
Dragan Milosevic
In: Technical University Berlin; 2006

HiPeer: An Evolutionary Approach to P2P Systems
Dipl.-Ing. Giscard Wepiwé
In: TU Bibliothek; Dissertationstelle; 2006

Performance-Analyse von Web-Services im J2EE-Umfeld mit schwerpunktmäßiger Betrachtung von fein-granularen Online-Schnittstellen
Cuong Nguyen
2006

Ermöglichen eines intelligenten Verhaltens durch adaptives QoS für Media-Streaming-Applikationen
Adam Musial
2006

Design an Implementation of a Gateway to Integrate an Agent Platform with an IMS SIP Application Server
Joachim Fuchs
2006

Text Clustering by Selected Latent Semantic Analysis
Martin Mehlitz
2006

Using Integer Linear Programming for Search Results Optimization
Jérôme Kunegis
In: Berlin; 2006

Estimation of Face Orientation to support Multimodal Interaction in Smart Environments
Marco Kunze
In: Berlin; 2006

Intelligent Network-Based Early Warning Systems
Karsten Bsufka, Olaf Kroll-Peters, Sahin Albayrak
In: In: Critical Information Infrasturctures Security First International Workshop, CRITIS 2006, Samos Island, Greece, August 31 - September 1, 2006. Lecture Notes in Computer Science (LNCS) 4347. Editor Javier Lopez.. 2006. Springer.; 2006

Public Key Infrastrukturen in Agentenarchitekturen zur Realisierung dienstbasierter Anwendungen
Karsten Bsufka
In: Dissertation Technische Universität Berlin; 2006

Next Generation Service Architecture: Challenges and Approaches
A. Al-Hezmi, Mouslim EL-KOTOB, B. Mrohs, C. Räck, and S. Steglich
In: 6th International Workshop on Applications and Services in Wireless Networks (ASWN 2006), Berlin, May 29-31, 2006; 2006

Middleware Support for Context-Awareness in 4G Environments
Thomas Springer, Kay Kadner, Frank Steuer, Ming Yin
In: IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, Niagara-Falls, Buffalo-NY, 26-29 June 2006; 2006

Strategy Coordination Approach for Safe Learning about Novel Filtering Strategies in Multi Agent Framework
Albayrak Sahin, Milosevic Dragan
In: Lecture Notes in Artificial Intelligence (LNAI 3930) , pp. 30-42, 2006.; 2006

Mobility-based Runtime Load Balancing in Multi-Agent Systems
Jan Stender, Silvan Kaiser, Sahin Albayrak
In: 18th International Conference on Software Engineering and Knowledge Engineering (SEKE'06), Reedwood City, CA, USA; 2006

An OSGi-based Mobile Service Middleware for 4G Adaptive Multimedia Services
Ming Yin, Frank Steuer, Joachim Fuchs, Thomas Springer
In: 6th International Workshop on Applications and Services in Wireless Networks (ASWN 2006), Berlin, May 29-31, 2006; 2006

Pressespiegel Q1 2006
Sahin Albayrak
2006

Traffic Measurement for Network Planning of an 802.11-based Operator
Mouslim EL-KOTOB and Sahin ALBAYRAK
In: Wireless Telecommunications Symposium, Pomona, California, USA; 2006

JADL: An Agent Description Language for Smart Agents
Thomas Konnerth, Benjamin Hirsch, Sahin Albayrak
In: Declarative Agent Languages and Technologies (DALT06); 2006

An Agent-Based Framework for Personalized Information Services
Richard Cissée, Jens Wohltorf, Andreas Rieger, Sahin Albayrak
2006

Testbed for Mobile Network Operator Scenarios
Frank Steuer, Mouslim El-Kotob, Sahin Albayrak, André Steinbach
In: 2nd International IEEE/Create-Net Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities; 2006

Multi-Domain Strategy Coordination Approach for Optimal Resource Usage in Agent Based Filtering Framework
Albayrak Sahin, Milosevic Dragan
In: International Journal of Web Intelligence and Agent Systems (WIAS), IOS Press, Amsterdam, 2006; 2006

Klassifikation und Erstellung von benutzerspezifischen Domänen mit Methoden und Algorithmen des maschinellen Lernens
Olga Streibel
2006

Agent-based workflow management systems (WfMSs), JBees: a distributed and adaptive WfMS with monitoring and controlling capabilities
Lars Ehrler, Martin Fleurke, Maryam Purvis and Bastin Tony Roy Savarimuthu
In: Journal of Information Systems and E-Business Management, Volume 4, Number 1; 2006

HiPeer: A Highly Reliable P2P System
Giscard Wepiwe, Plamen L. Simeonov
2006

2005

Advanced Grid Management Software for Seamless Services
Sahin Albayrak , Silvan Kaiser, Jan Stender
In: International Journal, Multiagent and Grid Systems, Issue: Volume 1, Number 4 / 2005 , Pages: 263 - 270; 2005

Entwicklungsansatz eines Entscheidungsunterstützungssystems zur Evaluierung ubiquitärer Dienste auf der Basis kritischer Erfolgsfaktoren – demonstriert anhand eines geräteunabhängigen, personalisierten und ortsbezogenen Freizeitgestaltungsdienstes
Jens Wohltorf
In: Berlin; 2005

Pressespiegel 2005
Sahin Albayrak
2005

Agent Technology for Personalized Information Filtering: The PIA-System
Sahin Albayrak, Stefan Wollny, Nicolas Varone, Andreas Lommatzsch, Dragan Milosevic
In: The 20th ACM Symposium on Applied Computing, Agents, Interactions, Mobility, and Systems (AIMS) track, Santa Fe, New Mexico, USA, pp. 54-59, 2005.; 2005

Response Time Aware Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

Flexible Strategy Coordination Approach for Supporting Resource Awareness in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
In: 4th International Conference on Machine Learning and Cybernetics (ICMLC 2005) in cooperation with IEEE, Guangzhou, China, pp. 5615-5623, 2005.; 2005

Distributed Community Cooperation In Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

Cooperative Community Selection in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

Collaborative Filtering Guided Exploration in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

Component Based Local Optimisation Filtering Agent
Albayrak Sahin, Milosevic Dragan
2005

Formale Semantik für AgentUML Sequenzdiagramme
Lars Ehrler
In: Technische Universität Dresden, Fakultät Informatik, Institut für Künstliche Intelligenz; 2005

Combining Self-Organizing Map Algorithms for Robust and Scalable Intrusion Detection
Sahin Albayrak, Achim Müller, Christian Scheel , Dragan Milosevic
In: CIMCA'2005 & IAWTIC'2005; 2005

Beherrschbarkeit zukünftiger Bedrohungen durch ein künstliches Immunsystem (AIS) auf Basis von Agententechnologien
Robert Wetzker
2005

Grid-inspired Load Balancing in Service-based Multi-agent Systems
Jan Stender
2005

Managing Strategies for a Self-Organising Map based Filtering Agent Community
Christian Scheel
In: TU-Berlin; 2005

Performance-Analyse von Web-Services im J2EE-Umfeld mit schwerpunktmässiger Betrachtung von feingranularen Online-Schnittstellen
Tan Cuong Nguyen
2005

Mobilitätsmanagement in heterogenen Netzwerken der nächsten Generation
Nguyen Ngoc Nam
2005

Adaption von klassischen QM-Maßnahmen auf die Entwicklung bei Verteilten Systemen
Marziyeh Kangarlou
2005

A Team-Coordination Method for the Uncertain Real-Time Environment
Holger Endert
2005

Development of a Framework for Seamless, Mobile Applications
Marco Blumendorf
2005

Entwurf und Implementierung eines SIP Servers für die nächste Generation der IP Netzwerke
Heiko Bennewitz
2005

Strategisches Informationsmanagement: Bedeutung, Konzeption und Umsetzung
Pietsch Thomas, Martiny Lutz, Michael Klotz
In: Erich Schmidt Verlag Berlin 2004; 2005

Design and Implementation of a Multimedia Session Controller for IP Networks
Stefan Marx
2005

dynamischen Dienstnutzungen ADAPTIVE USER INTERFACES FOR UBIQUITOUS HUMAN-AGENT INTERACTION
Joos-Hendrik Böse
2005

Design and Implementation of a Reliable Secure Messaging System For the Mobile Object Factory Framework
Nicolas Braun
2005

Entwurf und Realisierung einer Architektur zum Monitoring, Management und Testen von verteilten Multiagentensystemen
Maher Chamsi & Jens Zastrow
2005

Analyse der Zulieferbeziehungen und Beschaffungsprozesse in der Automobilindustrie am Beispiel der DaimlerChrysler AG
Istvan Gence
2005

General Approach to Consider Strategies for Selecting Service Provider
Fang Xie
2005

Design und Development einer Überwachungskomponente für Informationsextraktions-Agenten
Thomas Strecker
2005

Entwicklung eines Werkzeugs zur Unterstützung des Agent-Oriented Software Engineering (AOSE) Prozesses
Louis Calvin Touko Tcheumadjeu
2005

Absicherung Multi Access Point
Alexander Voitekhovitch
2005

Bereitstellung einer sprachbasierten Benutzerschnittstelle zur Mensch-Dienst Interaktion
Alexander Nieswand
2005

A Churn-resistant Strategy for a Highly Reliable P2P System
Giscard Wepiwe, Sahin Albayrak
In: Nagasaki, Japan, 6-9 December 2005; 2005

BerlinTainment: An Agent-Based Context-Aware Entertainment Planning System
Jens Wohltorf, Richard Cissée, Andreas Rieger
In: New York, USA; 2005

A Concentric Multi-ring Overlay for Highly Reliable P2P Networks
Giscard Wepiwe, Plamen L. Simeonov
In: Proceedings of the 4th IEEE International Symposium on Network Computing and Applications (NCA'05). Cambridge - MA - USA, 83-90.; 2005

Solving inexact graph isomorphism problems using neural networks
Brijnesh J. Jain and Fritz Wysotzki
In: Neurocomputing, 63, pp. 45-67; 2005

SVM Learning with the SH Inner Product
Brijnesh J. Jain, Peter Geibel, Fritz Wysotzki
In: Neurocomputing, 64, pp. 93-105; 2005

An Agent-Based Architecture for Ubiquitous Multimodal User Interfaces
Andreas Rieger, Richard Cissée, Sebastian Feuerstack, Jens Wohltorf, Sahin Albayrak
In: The 2005 International Conference on Active Media Technology, Best paper award, ISSN/ISBN: 0-7803-9036-9, Takamatsu, Kagawa, Japan; 2005

Seamless Mobility over Broadband Wireless Networks
Frank Steuer, Mouslim El-Kotob , Sahin Albayrak, Haakon Bryhni, Trond Lunde
In: IST Mobile and Wireless Summit 2005, Dresden, Germany; 2005

Resource And Job Aware Coordination In Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

2004

Executing AgentUML diagrams
Lars Ehrler and Stephen Cranefield:
In: International Conference of Autonomous Agents and Multi Agent Systems, New York; 2004

Agentenorientierte Entwicklung eines Unified Messaging Systems mit Personal Information Manager Funktionen und SIP-Verbindungsaufbau
Peter Jordan
2004

Konzeption und Realisierung einer Architektur zum remote Deployment und Management von verteilten Multiagentensystemen
Maher Chamsi
2004

Kompatibilität von Modellen
Marcel Fuchs
2004

Seamless Mobility Framework for Multimedia Services in Home Network
Romain Bouani Yonga
2004

Reinforcement Learning als Ratgeber in der Teilnahme an Auftragsausschreibungen
Alexander Korth
2004

Konzipierung eines agentenbasierten E-Katalogsystems
Aster Getachew Neway
2004

Konzeption und Realisierung eines Frameworks zum Testen von Multiagenten Systemen
Jens Zastrow
2004

Towards Intelligent Behaviour for Autonomic Communications
Mouslim El-Kotob, Plamen L. Simeonov, Hakan Coskun, Sahin Albayrak
2004

Enhanced User Interface and Pervasive Computing
Jens Wohltorf
In: Berlin; 2004

Situation-aware Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

Self Improving Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

Resource Load Predictable Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

Component Based Local Optimisation Filtering Agent
Albayrak Sahin, Milosevic Dragan
2004

Generic Intelligent Personal Information Agent
Albayrak Sahin, Milosevic Dragan
2004

BerlinTainment - An Agent-Based Serviceware Framework for Context-Aware Services
Jens Wohltorf, Richard Cissée, Andreas Rieger, Heiko Scheunemann
In: IEEE Catalog Number: 04EX844C, ISBN: 0-7803-8473-3; 2004

Reinforcement Learning for Procurement Agents of the Factory of the Future
Sahin Albayrak, Burak Simsek, Alexander Korth
2004

Applying Security Standards to Multi Agent Systems
Tim Geissler, Olaf Kroll-Peters
In: Proceedings of the First International Workshop on Safety and Security in Multiagent Systems, Sasamas'04, AAMAS'04, New York; 2004

Seamless, Intelligent Grid Services for e-Science
Sahin Albayrak, Silvan Kaiser, Collin Müller
In: Berlin; 2004

An Agent-Based Serviceware Framework for Ubiquitous Context-Aware Services
Jens Wohltorf, Richard Cissée, Andreas Rieger, Heiko Scheunemann
In: New York, USA; 2004

Ubiquitous Access and Embedded Addressability
Jens Wohltorf
In: Berlin; 2004

2003

Adaptive User Interfaces for Ubiquitous Access To Agent-based Services
Boese, J.-H. and Feuerstack, Sebastian
In: Agentcities ID3, Workshop on Human Agent Interaction; 2003

MPEG-7 Metadata for Digital Video
Mouslim El-Kotob
In: Technische Universität München, Fakultät für Elektrotechnik und Informationstechnik; 2003

JBees - an adaptive and distributed framework for workflow systems
Martin Fleurke, Lars Ehrler, and Maryam A. Purvis
In: Proc. of Workshop on Collaboration Agents: Autonomous Agents for Collaborative Environments, Halifax, Canada; 2003

Declarative graphical descriptions of Interaction Protocols for Multi-agent Systems
Lars Ehrler
In: Department of Information Science, University of Otago, Dunedin, Neuseeland; 2003

Automatische Verifikation von Statecharts durch Anbindung eines Model Checkers an einen Theorembeweiser
Tuvshintur Tserendorj
2003

Erstellung einer Komponente zur Planung von dynamischen Dienstnutzungen
Thomas Konnerth
2003

Adaptive User Interfaces for Ubiquitous Human-Agent Interaction
Joos-Hendrik Böse
2003

Automorphism Partitioning with Neural Networks
Brijnesh J. Jain and Fritz Wysotzki
In: Neural Processing Letters, 17, pp. 205-215; 2003

Discrimination Networks for Maximum Selection
Brijnesh J. Jain and Fritz Wysotzki
In: Neural Networks, 17(1), pp. 143-154; 2003

Service Engineering - Methodology for 3G beyond 3G Service Development
Axel Heßler, Jens Wohltorf, Narcisse Noubissi Noukumo, Stefan Fricke
2003

Living Factory: Back to Koestler in Holonic Manufacturing
Burak Simsek, Sahin Albayrak
In: IEEE Industrial Informatics 2003; 2003

An Architecture for Agent-Based Privacy-Preserving Information Filtering
Richard Cissée
In: 2003; 2003

2002

Entwicklung eines Directory Facilitators für die JIAC Agentenplattform unter Berücksichtigung der FIPA Spezifikation
Claus Schenk
2002

Einbindung der TCOS-Chipkarten-Funktionalitäten In der Agentenarchitektur JIAC IV
Heiko Scheunemann
2002

A Meta–Modeling Concept for Embedded RT–Systems Design
Liccardi, Maier-Komor, Mouslim El-Kotob, Oswald, Färber
In: Vienna, Austria, 14th Euromicro Conference on Realtime Systems; 2002

Eine modulare Architektur für dienstbasierte Interaktionen zwischen Agenten
Ralf Sesseler
In: Technische Universität Berlin; 2002

Advanced Security Infrastructure for Multi-Agent-Applications in the Telematic Area
Torge Schmidt
In: Technische Universität Berlin; 2002

Software Agent Technology in Mobile Service Environments
Ralf Sesseler, Alexander Keiblinger, Nicolas Varone
In: (ISMIS 2002); 2002

2001

Dispositive Supply-Web-Koordination durch Multiagentensysteme
Sven Grolik, Tim Stockheim, Oliver Wendt, Sahin Albayrak, Stefan Fricke
In: WIRTSCHAFTSINFORMATIK 43 (2001) 2, S. 143-155; 2001

Neural Information Processing Methods for Agent-based Intelligent Information Retrieval
Richard Cissée
2001

Development of an Infrastructure for Agent-based Intelligent Information Retrieval
Daniel Kirsch
2001

Agentenorientiertes fertigungsnahes Auftagsmanagement für wandlungsfähige Produktionssysteme
Yücel Ari
2001

Integration von Public-Key-Infrastruktur-Funktionalitäten in Agenten-Toolkits
Sahin Albayrak, Karsten Bsufka
In: in Verteile Informationssysteme auf der Grundlage von Objekten, Komponenten und Agenten. PROCEEDINGS der Verbundtagung VertIS 2001; 2001

Agent-oriented technology for telecommunications: introduction
Sahin Albayrak
In: http://www.acm.org/pubs/toc/; 2001

Agent-based Marketplaces for Electronic Commerce
Ralf Sesseler , Sahin Albayrak
In: IC-AI 2001; 2001

Building Agents for Service Provisioning out of Components (Poster)
Ralf Sesseler
In: 2001.; 2001

Agent-based Telematic Services and Telecom Applications
Stefan Fricke, Karsten Bsufka, Jan Keiser, Torge Schmidt, Ralf Sesseler, Sahin Albayrak
In: Communications of the ACM 44 (4), 2001, S. 43-48; 2001

Service-ware Framework for Developing 3G Mobile Services
Sahin Albayrak, Ralf Sesseler
In: Berlin, Germany; 2001

2000

Entwurf eines Unified Messaging Systems auf Agentenbasis
Silvan Kaiser
In: Berlin; 2000

Realisierung eines Auktionsdienstes auf der Basis von Enterprise JavaBeans
Matthias Kerkhoff
2000

Agentenorientierter Softwareentwurf zur dynamischen Konfigurationen
Alexander Keiblinger
2000