Prof. Dr. Dr. h.c. Sahin Albayrak

Prof. Dr. Dr. h.c. Sahin Albayrak is the head of the chair Agent Technologies in Business Applications and Telecommunication (AOT). He is the founder and head of the DAI-Labor, currently employing about 150 researchers and support staff. He is member of "The Institute of Electrical and Electronics Engineers" (IEEE), "Association for Computing Machinery” (ACM), "Gesellschaft für Informatik" (German Computer Science Society, GI), and "American Association for Artificial Intelligence" (AAAI).

Prof. Albayrak is one of the founding members of Deutsche Telekom Laboratories (T-Labs) and currently member of the steering board. He is the founder and chairman of the Connected Living association. He is founder of the German-Turkish Advanced ICT Research Centre (GT-ARC). He is advising several ministries and goverment authorities and also consulting several large scale companies.

Core Competencies:

  • Agent oriented Technologies & Engineering
  • Service Engineering
  • Semantic Search & Big Data
  • Smart Cities
  • Cyber Security
  • E-Mobility
  • Smart Traffic & Transportation
  • Smart Grid

Academic Stations:

  • Study of Computer Sciences at Technischen Universität Berlin
  • 1992 Doctorate and Foundation of DAI-Labor
  • 2002 Habilitation
  • 2003 Chair´s Call (TU Berlin) on "Agent Technologies in Business Applications and Telecommunication" (AOT)

Positions

Prof. Dr. Dr. h.c. Sahin Albayrak

Head of the Agent Technologies Chair

Chief Executive Director of the Distributed Artificial Intelligence Laboratory

Chairman of the Connected Living e.V.

Chief Executive Director of the German-Turkish Advanced ICT Research Centre 

        

Contact

Technische Universität Berlin / DAI-Labor

Sekr. TEL 14
Ernst-Reuter-Platz 7
10587 Berlin / Germany

 

 

phone-number   +49 30 - 314-74001
 fax-number    +49 30 - 314-74003
    sahin.albayrakdai-labor.de

Connected Living e.V.

Helmholtzstraße 2-9
10587 Berlin
Germany

 

 

phone-number   +49 30 - 314-74170
 fax-number    +49 30 - 314-74003
    sahin.albayrakdai-labor.de

German-Turkish Advanced ICT Research Centre

Sekr. TEL 14
Ernst-Reuter-Platz 7
10587 Berlin / Germany

 

 

phone-number   +49 30 - 314-74001
 fax-number    +49 30 - 314-74003
    sahin.albayrakgt-arc.com

Memberships

Courses

SE - Advances in Semantic Search
IV - Agententechnologien: Grundlagen und Anwendungen
PJ - Information Retrieval Systeme
PJ - Interactive Systems
PJ - Knstliche Intelligenz in RoboCup
PJ - Multi Agent Contest
PJ - Robocup
IV - Semantic Search
IV - Service Engineering

Publications

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

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

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

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

An Agile Method for Multiagent Software Engineering
Jaschar Domann, Sindy Hartmann, Michael Burkhardt, Alexander Barge, Sahin Albayrak
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. To appear; 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

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, [TO APPEAR]; 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

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

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

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

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

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

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

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. To appear; 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

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

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

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

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 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

Towards Process-Oriented Modelling and Creation of Multi-Agent Systems
Tobias Küster, Axel Heßler, Sahin Albayrak
In: Proc. of 2nd Workshop on Engineering Multiagent Systems (EMAS 2014); 2014

Understanding Affective Content of Music Videos Through Learned Representations
Esra Acar,Frank Hopfgartner,Sahin Albayrak
In: The International Conference on MultiMedia Modeling (MMM) - (to appear); 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

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

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

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

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

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

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

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

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

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

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 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Network Level Cooperation for Resource Allocation in Future Wireless Networks
Manzoor Ahmed Kahn, Cuong Truong, Thomas Geithner, Fikret Sivrikaya, Sahin Albayrak
In: IFIP Wireless Days Conference; 2008

Network level cooperation for resource allocation in future wireless networks
Manzoor Ahmed Khan , Cuong Troung, Thomas Geithner, Fikret Sivrikaya, Sahin Albayrak,
In: IFIP WD'08, Dubai (RECEIVED BEST PAPER AWARD).; 2008

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

2006

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

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

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

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

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

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

Pressespiegel Q1 2006
Sahin Albayrak
2006

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

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

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

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

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

2005

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

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

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

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

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

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

Distributed Community Cooperation 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

Pressespiegel 2005
Sahin Albayrak
2005

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

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

2004

Component Based Local Optimisation Filtering Agent
Albayrak Sahin, Milosevic Dragan
2004

Generic Intelligent Personal Information Agent
Albayrak Sahin, Milosevic Dragan
2004

Reinforcement Learning for Procurement Agents of the Factory of the Future
Sahin Albayrak, Burak Simsek, Alexander Korth
2004

Resource Load Predictable Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

Seamless, Intelligent Grid Services for e-Science
Sahin Albayrak, Silvan Kaiser, Collin Müller
In: Berlin; 2004

Self Improving Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

Situation-aware Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

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

2003

Living Factory: Back to Koestler in Holonic Manufacturing
Burak Simsek, Sahin Albayrak
In: IEEE Industrial Informatics 2003; 2003

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

Agent-oriented technology for telecommunications: introduction
Sahin Albayrak
In: http://www.acm.org/pubs/toc/; 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

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

Service-ware Framework for Developing 3G Mobile Services
Sahin Albayrak, Ralf Sesseler
In: Berlin, Germany; 2001