Verteilte kooperierende wissensbasierte Systeme in der Fertigungssteuerung. - Sahin Albayrak; Hermann Krallmann (GI Jahrestagung, 1992)

TUBKOM-Projekt: Blackboard-DEC. - Sahin Albayrak (Künstliche Intell., 1992)

Kommunikation, Koordination und Kooperation in Mehragenten Systemen. - Kurt Sundermeyer; Sahin Albayrak (KI, 1993)

Intelligent Agents for the Realization of Electronic Market Services. - Sahin Albayrak; Ulrich Meyer; Bernhard Bamberg; Stefan Fricke; Hermann Többen (PAAM, 1996)

The Application of Intelligent and Mobile Agents to the Management of Software Problems in Telecommunications. - Stephen Corley; Diego Magro; Fabio Malabocchia; Jens Meinköhn; Luisella Sisto; Sahin Albayrak; Alexander Grosse (IATA, 1998)

Open Scalable Agent Architecture for Telecommunication Applications. - Dirk Wieczorek; Sahin Albayrak (IATA, 1998)

Agent-Based Data Services in Future IN-Platforms. - Sahin Albayrak; Jens Meinköhn (Services and Visualization: Towards User-Friendly Design, 1998)

JIAC - A Toolkit for Telecommunication Applications. - Sahin Albayrak; Dirk Wieczorek (IATA, 1999)

Agent-oriented technology for telecommunications: introduction. - Sahin Albayrak (Commun. ACM, 2001)

Agent-based telematic services and telecom applications. - Stefan Fricke; Karsten Bsufka; Jan Keiser; Torge Schmidt; Ralf Sesseler; Sahin Albayrak (Commun. ACM, 2001)

Dispositive Supply-Web-Koordination durch Multiagentensysteme. - Sven Grolik; Tim Stockheim; Oliver Wendt; Sahin Albayrak; Stefan Fricke (Wirtschaftsinf., 2001)

Reinforcement learning for procurement agents of factory of the future. - Burak Simsek; Sahin Albayrak; Alexander Korth (IEEE Congress on Evolutionary Computation, 2004)

Self Improving Coordination in Multi Agent Filtering Framework. - Sahin Albayrak; Dragan Milosevic (IAT, 2004)

Situation-Aware Coordination in Multi-agent Filtering Framework. - Sahin Albayrak; Dragan Milosevic (ISCIS, 2004)

Resource and Job Aware Coordination in Multi Agent Filtering Framework. - Sahin Albayrak; Dragan Milosevic (Artificial Intelligence and Applications, 2005)

An agent-based architecture for ubiquitous multimodal user interfaces. - Andreas Rieger; Richard Cissée; Sebastian Feuerstack; Jens Wohltorf; Sahin Albayrak (AMT, 2005)

Combining Self-Organizing Map Algorithms for Robust and Scalable Intrusion Detection. - Sahin Albayrak; Christian Scheel; Dragan Milosevic; Achim Müller (CIMCA/IAWTIC, 2005)

Collaborative Filtering Guided Exploration in Multi Agent Filtering Framework . - Sahin Albayrak; Dragan Milosevic (EEE, 2005)

Telemedical Applications and Grid Technology. - Georgi Graschew; Theo A. Roelofs; Stefan Rakowsky; Peter M. Schlag; Sahin Albayrak; Silvan Kaiser (EGC, 2005)

A Churn-Resistant Strategy for a Highly Reliable P2P System. - Giscard Wepiwé; Sahin Albayrak (EUC Workshops, 2005)

Response Time Aware Coordination in Multi Agent Filtering Framework. - Sahin Albayrak; Dragan Milosevic (FLAIRS, 2005)

Cooperative Community Selection in Multi Agent Filtering Framework. - Sahin Albayrak; Dragan Milosevic (IAT, 2005)

Distributed Community Cooperation in Multi Agent Filtering Framework. - Sahin Albayrak; Dragan Milosevic (ICEIS (2), 2005)

Strategy Coordination Approach for Safe Learning About Novel Filtering Strategies in Multi Agent Framework. - Sahin Albayrak; Dragan Milosevic (ICMLC, 2005)

Agent technology for personalized information filtering: the PIA-system. - Sahin Albayrak; Stefan Wollny; Nicolas Varone; Andreas Lommatzsch; Dragan Milosevic (SAC, 2005)

Advanced Grid Management Software for Seamless Services. - Sahin Albayrak; Silvan Kaiser; Jan Stender (Multiagent Grid Syst., 2005)

Service Centric Communication. - Sahin Albayrak; Stefan Fricke (Herausforderungen in der Wirtschaftsinformatik, 2006)

Intelligent Network-Based Early Warning Systems. - Karsten Bsufka; Olaf Kroll-Peters; Sahin Albayrak (CRITIS, 2006)

JADL - An Agent Description Language for Smart Agents. - Thomas Konnerth; Benjamin Hirsch; Sahin Albayrak (DALT, 2006)

Bridging the Gap between Model and Design of User Interfaces. - Sebastian Feuerstack; Marco Blumendorf; Sahin Albayrak (GI Jahrestagung (2), 2006)

Event-based Synchronization of Model-Based Multimodal User Interfaces. - Marco Blumendorf; Sebastian Feuerstack; Sahin Albayrak (MDDAUI@MoDELS, 2006)

Mobility-based Runtime Load Balancing in Multi-Agent Systems. - Jan Stender; Silvan Kaiser; Sahin Albayrak (SEKE, 2006)

Testbed for mobile network operator scenarios. - Frank Steuer; Muslim Elkotob; Sahin Albayrak; A. Steinbach (TRIDENTCOM, 2006)

An Agent-Based Framework for Secure and Privacy-Preserving Personalized Information Services. - Richard Cissée; Andreas Rieger; Nicolas Braun; Sahin Albayrak (Rev. Colomb. de Computación, 2006)

Multi-domain strategy coordination approach for optimal resource usage in agent based filtering framework. - Sahin Albayrak; Dragan Milosevic (Web Intell. Agent Syst., 2006)

Using multi-agent systems for learning optimal policies for complex problems. - Andreas Lommatzsch; Sahin Albayrak (ACM Southeast Regional Conference, 2007)

Multimodal User Interaction in Smart Environments: Delivering Distributed User Interfaces. - Marco Blumendorf; Sebastian Feuerstack; Sahin Albayrak (AmI Workshops, 2007)

Prototyping of Multimodal Interactions for Smart Environments Based on Task Models. - Sebastian Feuerstack; Marco Blumendorf; Sahin Albayrak (AmI Workshops, 2007)

An agent-based approach for privacy-preserving recommender systems. - Richard Cissée; Sahin Albayrak (AAMAS, 2007)

A Malware Detector Placement Game for Intrusion Detection. - Stephan Schmidt 001; Tansu Alpcan; Sahin Albayrak; Tamer Basar; Achim Müller (CRITIS, 2007)

A Parameter Injection Algorithm for Real-Time Traffic in 802.11 Open Access Networks. - Muslim Elkotob; Sahin Albayrak (GLOBECOM, 2007)

Speeding Coordination by Combining Analytical and Inductive Learning. - Dragan Milosevic; Sahin Albayrak (Web Intelligence/IAT Workshops, 2007)

Resource-Aware Update Policy for Highly Dynamic P2P Networks. - Dragan Milosevic; Jérôme Kunegis; Sahin Albayrak (Web Intelligence/IAT Workshops, 2007)

Improving TCP Goodput in 802.11 Access Networks. - Long Le; Sahin Albayrak; Muslim Elkotob; Ahmet Cihat Toker (ICC, 2007)

A Cooperative AIS Framework for Intrusion Detection. - Katja Luther; Rainer Bye; Tansu Alpcan; Achim Müller; Sahin Albayrak (ICC, 2007)

Assessing the value of unrated items in collaborative filtering. - Jérôme Kunegis; Andreas Lommatzsch; Martin Mehlitz; Sahin Albayrak (ICDIM, 2007)

Adapting Ratings in Memory-Based Collaborative Filtering using Linear Regression. - Jérôme Kunegis; Sahin Albayrak (IRI, 2007)

A Fast, Feature-based Cluster Algorithm for Information Retrieval. - Martin Mehlitz; Christian Bauckhage; Sahin Albayrak (IRI, 2007)

The Role of AI in Shaping Smart Services and Smart Systems. - Sahin Albayrak (KI, 2007)

Network Economy in Service- and Context-Aware Next Generation Mobile Networks. - Sahin Albayrak; Kaan Bür; Ahmet Cihat Toker (PIMRC, 2007)

Agents Do It for Money - Accounting Features in Agents. - Jan Keiser; Benjamin Hirsch; Sahin Albayrak (PROMAS, 2007)

An intelligent knowledge sharing system for web communities. - Christian Bauckhage; Tansu Alpcan; Sachin Agarwal 001; Florian Metze; Robert Wetzker; Milena Ilic; Sahin Albayrak (SMC, 2007)

A new evaluation measure for information retrieval systems. - Martin Mehlitz; Christian Bauckhage; Jérôme Kunegis; Sahin Albayrak (SMC, 2007)

An Agent-Based Approach to User-Initiated Semantic Service Interconnection. - Nicolas Braun; Richard Cissée; Sahin Albayrak (SOCASE, 2007)

Towards a Mapping from BPMN to Agents. - Holger Endert; Benjamin Hirsch; Tobias Küster; Sahin Albayrak (SOCASE, 2007)

Decentralized Detector Generation in Cooperative Intrusion Detection Systems. - Rainer Bye; Katja Luther; Seyit Ahmet Çamtepe; Tansu Alpcan; Sahin Albayrak; Bülent Yener (SSS, 2007)

Using Novel IR Measures to Learn Optimal Cluster Structures for Web Information Retrieval. - Martin Mehlitz; Jérôme Kunegis; Sahin Albayrak (Web Intelligence, 2007)

Distance Measures in Query Space: How Strongly to Use Feedback From Past Queries. - Nicolas Neubauer 001; Christian Scheel; Sahin Albayrak; Klaus Obermayer (Web Intelligence, 2007)

An unsupervised hierarchical approach to document categorization. - Robert Wetzker; Tansu Alpcan; Christian Bauckhage; Winfried Umbrath; Sahin Albayrak (Web Intelligence, 2007)

Multi-domain collaborative exploration mechanisms for query expansion in an agent-based filtering framework. - Sahin Albayrak; Dragan Milosevic (Electron. Commer. Res. Appl., 2007)

Agent Technology for Personalized Information Filtering: The PIA System. - Sahin Albayrak; Stefan Wollny; Andreas Lommatzsch; Dragan Milosevic (Scalable Comput. Pract. Exp., 2007)

Multimodal user interfaces for smart environments: the multi-access service platform. - Marco Blumendorf; Sebastian Feuerstack; Sahin Albayrak (AVI, 2008)

Model-based layout generation. - Sebastian Feuerstack; Marco Blumendorf; Veit Schwartze; Sahin Albayrak (AVI, 2008)

Smart middleware for mutual service-network awareness in evolving 3GPP networks network aware applications & application aware networks. - Sahin Albayrak; Muslim Elkotob; Ahmet Cihat Toker (COMSWARE, 2008)

Executable Models for Human-Computer Interaction. - Marco Blumendorf; Grzegorz Lehmann; Sebastian Feuerstack; Sahin Albayrak (DSV-IS, 2008)

Utilizing Dynamic Executable Models for User Interface Development. - Grzegorz Lehmann; Marco Blumendorf; Sebastian Feuerstack; Sahin Albayrak (DSV-IS, 2008)

Modeling Collaborative Similarity with the Signed Resistance Distance Kernel. - Jérôme Kunegis; Stephan Schmidt 001; Sahin Albayrak; Christian Bauckhage; Martin Mehlitz (ECAI, 2008)

Spatially Limited Contention for Multi-Hop Wireless Networks. - Fikret Sivrikaya; Sahin Albayrak; Bülent Yener (GLOBECOM, 2008)

Adaptive window size to reduce the influence of heterogeneous mobility on TCP performance. - Niklas Kirschnick; Frank Steuer; Pablo Vidales; Sahin Albayrak (ISCC, 2008)

Monitoring smartphones for anomaly detection. - Aubrey-Derrick Schmidt; Frank Peters; Florian Lamour; Sahin Albayrak (MOBILWARE, 2008)

Toolipse: An IDE for Development of JIAC Applications. - Erdene-Ochir Tuguldur; Axel Hessler; Benjamin Hirsch; Sahin Albayrak (ProMAS, 2008)

Application-level simulation for network security. - Rainer Bye; Stephan Schmidt 001; Katja Luther; Sahin Albayrak (SimuTools, 2008)

Automated Usability Evaluation during Model-Based Interactive System Development. - Sebastian Feuerstack; Marco Blumendorf; Maximilian Kern; Michael Kruppa; Michael Quade; Mathias Runge; Sahin Albayrak (TAMODIA/HCSE, 2008)

A connectivity management system for vehicular telemedicine applications in heterogeneous networks. - Frank Steuer; Thomas Geithner; Thomas Kaschwig; Kaan Bür; Sahin Albayrak (TRIDENTCOM, 2008)

Network level cooperation for resource allocation in future wireless networks. - Manzoor Ahmed Khan; Cuong D. Truong; Thomas Geithner; Fikret Sivrikaya; Sahin Albayrak (Wireless Days, 2008)

Design and modeling of collaboration architecture for security. - Rainer Bye; Seyit Ahmet Çamtepe; Sahin Albayrak (CTS, 2009)

Cooperative game theoretic approach to integrated bandwidth sharing and allocation. - Manzoor Ahmed Khan; Ahmet Cihat Toker; Cuong Troung; Fikret Sivrikaya; Sahin Albayrak (GAMENETS, 2009)

Towards a Framework for the Development of Adaptive Multimodal User Interfaces for Ambient Assisted Living Environments. - Marco Blumendorf; Sahin Albayrak (HCI (6), 2009)

Behavior-Sensitive User Interfaces for Smart Environments. - Veit Schwartze; Sebastian Feuerstack; Sahin Albayrak (HCI (11), 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 Ali Yüksel; Seyit Ahmet Çamtepe; Sahin Albayrak (ICC, 2009)

Automated Ground Truth Data Generation for Newspaper Document Images. - Thomas Strecker; Joost van Beusekom; Sahin Albayrak; Thomas M. Breuel (ICDAR, 2009)

A meta user interface to control multimodal interaction in smart environments. - Dirk Roscher; Marco Blumendorf; Sahin Albayrak (IUI, 2009)

Detecting Symbian OS malware through static function call analysis. - Aubrey-Derrick Schmidt; Jan Hendrik Clausen; Seyit Ahmet Çamtepe; Sahin Albayrak (MALWARE, 2009)

Smartphone malware evolution revisited: Android next target? - Aubrey-Derrick Schmidt; Hans-Gunther Schmidt; Leonid Batyuk; Jan Hendrik Clausen; Seyit Ahmet Çamtepe; Sahin Albayrak; Can Yildizli (MALWARE, 2009)

Developing and Benchmarking Native Linux Applications on Android. - Leonid Batyuk; Aubrey-Derrick Schmidt; Hans-Gunther Schmidt; Seyit Ahmet Çamtepe; Sahin Albayrak (MOBILWARE, 2009)

Auction based interface selection in heterogeneous wireless networks. - Manzoor Ahmed Khan; Fikret Sivrikaya; Sahin Albayrak; Khalid Qazi Mengal (Wireless Days, 2009)

Monitoring Smartphones for Anomaly Detection. - Aubrey-Derrick Schmidt; Frank Peters; Florian Lamour; Christian Scheel; Seyit Ahmet Çamtepe; Sahin Albayrak (Mob. Networks Appl., 2009)

Towards multimodal interaction in smart home environments: the home operating system. - Florian Weingarten; Marco Blumendorf; Sahin Albayrak (Conference on Designing Interactive Systems, 2010)

Adjustable context adaptations for user interfaces at runtime. - Veit Schwartze; Marco Blumendorf; Sahin Albayrak (AVI, 2010)

Exploiting hierarchical tags for context-awareness. - Alan Said; Jérôme Kunegis; Ernesto William De Luca; Sahin Albayrak (ESAIR, 2010)

Learning Summary Content Units with Topic Modeling. - Leonhard Hennig; Ernesto William De Luca; Sahin Albayrak (COLING (Posters), 2010)

Programming Service Oriented Agents. - Benjamin Hirsch; Thomas Konnerth; Michael Burkhardt; Sahin Albayrak (Service-Oriented Architecture and (Multi-)Agent Systems Technology, 2010)

Identifying Sentence-Level Semantic Content Units with Topic Models. - Leonhard Hennig; Thomas Strecker; Sascha Narr; Ernesto William De Luca; Sahin Albayrak (DEXA Workshops, 2010)

Bridging models and systems at runtime to build adaptive user interfaces. - Marco Blumendorf; Grzegorz Lehmann; Sahin Albayrak (EICS, 2010)

Development of context-adaptive applications on the basis of runtime user interface models. - Grzegorz Lehmann; Marco Blumendorf; Sahin Albayrak (EICS, 2010)

A Trajectory-Based Approach for Device Independent Gesture Recognition in Multimodal User Interfaces. - Mathias Wilhelm; Dirk Roscher; Marco Blumendorf; Sahin Albayrak (HAID, 2010)

Dynamic user interface distribution for flexible multimodal interaction. - Marco Blumendorf; Dirk Roscher; Sahin Albayrak (ICMI-MLMI, 2010)

Performance Analysis of User-Centric Network Selection and Network-Centric Resource Allocation Approaches in Wireless Networks. - Sahin Albayrak; Manzoor Ahmed Khan; Fikret Sivrikaya; Ahmet Cihat Toker; Cuong Troung (WCITD/NF, 2010)

Cooperative game theoretic approach to energy-efficient coverage in wireless sensor networks. - Cuong D. Truong; Manzoor Ahmed Khan; Fikret Sivrikaya; Sahin Albayrak (INSS, 2010)

The Link Prediction Problem in Bipartite Networks. - Jérôme Kunegis; Ernesto William De Luca; Sahin Albayrak (IPMU, 2010)

A generic framework and runtime environment for development and evaluation of behavioral biometrics solutions. - Arik Messerman; Tarik Mustafic; Seyit Ahmet Çamtepe; Sahin Albayrak (ISDA, 2010)

A quantitative framework for dependency-aware organizational IT Risk Management. - Stephan Schmidt 001; Sahin Albayrak (ISDA, 2010)

The Smart-TSH-Finder: Crawling and Analyzing Tempo-Spatial Hotspots in Second Life. - Akram Alkouz; Ernesto William De Luca; Jan Hendrik Clausen; Sahin Albayrak (LWA, 2010)

Named Entity Disambiguation for German News Articles. - Andreas Lommatzsch; Danuta Ploch; Ernesto William De Luca; Sahin Albayrak (LWA, 2010)

An Android Application Sandbox system for suspicious software detection. - Thomas Bläsing; Leonid Batyuk; Aubrey-Derrick Schmidt; Seyit Ahmet Çamtepe; Sahin Albayrak (MALWARE, 2010)

Meta-Modeling Runtime Models. - Grzegorz Lehmann; Marco Blumendorf; Frank Trollmann; Sahin Albayrak (Models@run.time, 2010)

Separating Local and Global Aspects of Runtime Model Reconfiguration. - Frank Trollmann; Grzegorz Lehmann; Sahin Albayrak (Models@run.time, 2010)

A 3-layer architecture for smart environment models. - Grzegorz Lehmann; Andreas Rieger; Marco Blumendorf; Sahin Albayrak (PerCom Workshops, 2010)

Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization. - Jérôme Kunegis; Stephan Schmidt 001; Andreas Lommatzsch; Jürgen Lerner; Ernesto William De Luca; Sahin Albayrak (SDM, 2010)

Optimization and early-warning in DSL access networks based on simulation. - Rainer Bye; Joël Chinnow; Jan Hendrik Clausen; Karsten Bsufka; Sahin Albayrak (SimuTools, 2010)

Collaborative Intrusion Detection Framework: Characteristics, Adversarial Opportunities and Countermeasures. - Rainer Bye; Seyit Ahmet Çamtepe; Sahin Albayrak (CollSec, 2010)

An Analytical Model for Dynamic Inter-Operator Resource Sharing in 4G Networks. - Ahmet Cihat Toker; Fikret Sivrikaya; Nadim El Sayed; Sahin Albayrak (WiMo, 2010)

I tag, you tag: translating tags for advanced user models. - Robert Wetzker; Carsten Zimmermann; Christian Bauckhage; Sahin Albayrak (WSDM, 2010)

Multilingual Ontology-based User Profile Enrichment. - Ernesto William De Luca; Till Plumbaum; Jérôme Kunegis; Sahin Albayrak (MSW, 2010)

Modelling Emergency Scenarios using Algebraic High Level Net Transformation Systems with Net Patterns. - Frank Trollmann; Maximilian Kern; Sahin Albayrak (Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2010)

Agent-based coordination techniques for matching supply and demand in energy networks. - Rashad Badawy; Benjamin Hirsch; Sahin Albayrak (Integr. Comput. Aided Eng., 2010)

Application-level Simulation for Network Security. - Stephan Schmidt 001; Rainer Bye; Joël Chinnow; Karsten Bsufka; Seyit Ahmet Çamtepe; Sahin Albayrak (Simul., 2010)

Agent-based network security simulation. - Dennis Grunewald; Marco Lützenberger; Joël Chinnow; Rainer Bye; Karsten Bsufka; Sahin Albayrak (AAMAS, 2011)

AgentStore - A Pragmatic Approach to Agent Reuse. - Axel Hessler; Benjamin Hirsch; Tobias Küster; Sahin Albayrak (AAMAS Workshops, 2011)

The BDI driver in a service city. - Marco Lützenberger; Sebastian Ahrndt; Nils Masuch; Axel Heßler; Benjamin Hirsch; Sahin Albayrak (AAMAS, 2011)

Evaluating user interface adaptations at runtime by simulating user interaction. - Michael Quade; Grzegorz Lehmann; Marco Blumendorf; Dirk Roscher; Sahin Albayrak (BCS HCI, 2011)

Multi-device Key Management Using Visual Side Channels in Pervasive Computing Environments. - Leonid Batyuk; Seyit Ahmet Çamtepe; Sahin Albayrak (BWCCA, 2011)

Extracting semantic annotations from twitter. - Sascha Narr; Ernesto William De Luca; Sahin Albayrak (ESAIR, 2011)

Pattern recognition in multivariate time series: dissertation proposal. - Stephan Spiegel; Brijnesh Johannes Jain; Ernesto William De Luca; Sahin Albayrak (PIKM@CIKM, 2011)

Behavioral biometrics for persistent single sign-on. - Tarik Mustafic; Arik Messerman; Seyit Ahmet Çamtepe; Aubrey-Derrick Schmidt; Sahin Albayrak (Digital Identity Management, 2011)

Formalizing model consistency based on the abstract syntax. - Frank Trollmann; Marco Blumendorf; Veit Schwartze; Sahin Albayrak (EICS, 2011)

Framework for evaluating collaborative intrusion detection systems. - Dennis Grunewald; Joël Chinnow; Rainer Bye; Seyit Ahmet Çamtepe; Sahin Albayrak (GI-Jahrestagung, 2011)

From simulation to emulation - an integrated approach for network security evaluation. - Martin Möller; Rainer Bye; Karsten Bsufka; Seyit Ahmet Çamtepe; Sahin Albayrak (GI-Jahrestagung, 2011)

My Personal User Interface: A Semantic User-Centric Approach to Manage and Share User Information. - Till Plumbaum; Katja Schulz; Martin Kurze; Sahin Albayrak (HCI (11), 2011)

Feeling Home - Tangible Information Visualization in Smart Home Environments in Relation to the Concept of Transhumanism. - Florian Weingarten; Sahin Albayrak (HCI (23), 2011)

Context-aware device self-configuration using self-organizing maps. - Leonid Batyuk; Christian Scheel; Seyit Ahmet Çamtepe; Sahin Albayrak (OC@ICAC, 2011)

Continuous and non-intrusive identity verification in real-time environments based on free-text keystroke dynamics. - Arik Messerman; Tarik Mustafic; Seyit Ahmet Çamtepe; Sahin Albayrak (IJCB, 2011)

Latent Semantic Social Graph Model for Expert Discovery in Facebook. - Akram Alkouz; Ernesto William De Luca; Sahin Albayrak (IICS, 2011)

An Architecture for Smart Semantic Recommender Applications. - Andreas Lommatzsch; Till Plumbaum; Sahin Albayrak (IICS, 2011)

Using Social and Pseudo Social Networks for Improved Recommendation Quality. - Alan Said; Ernesto William De Luca; Sahin Albayrak (ITWP@IJCAI, 2011)

Gamification: A Semantic Approach for User Driven Knowledge Conservation. - Michael Meder; Till Plumbaum; Ernesto William De Luca; Sahin Albayrak (LWA, 2011)

Using static analysis for automatic assessment and mitigation of unwanted and malicious activities within Android applications. - Leonid Batyuk; Markus Herpich; Seyit Ahmet Çamtepe; Karsten Raddatz; Aubrey-Derrick Schmidt; Sahin Albayrak (MALWARE, 2011)

HAI - A Human Agent Interface for JIAC. - Sebastian Ahrndt; Marco Lützenberger; Axel Heßler; Sahin Albayrak (MATES, 2011)

MediaEval 2011 Affect Task: Violent Scene Detection combining audio and visual Features with SVM. - Esra Acar; Stephan Spiegel; Sahin Albayrak (MediaEval, 2011)

Ubi-MUI 2011 ACM workshop summary. - Ali A. Nazari Shirehjini; Sahin Albayrak; Abdulsalam Yassine (ACM Multimedia, 2011)

User Facilitated Congestion and Attack Mitigation. - Mürsel Yildiz; Ahmet Cihat Toker; Fikret Sivrikaya; Seyit Ahmet Çamtepe; Sahin Albayrak (MONAMI, 2011)

Link Prediction on Evolving Data Using Tensor Factorization. - Stephan Spiegel; Jan Hendrik Clausen; Sahin Albayrak; Jérôme Kunegis (PAKDD Workshops, 2011)

Personalizing tags: a folksonomy-like approach for recommending movies. - Alan Said; Benjamin Kille; Ernesto William De Luca; Sahin Albayrak (HetRec@RecSys, 2011)

User Modeling for the Social Semantic Web. - Till Plumbaum; Songxuan Wu; Ernesto William De Luca; Sahin Albayrak (SPIM, 2011)

Performance Measures for Multi-Graded Relevance. - Christian Scheel; Andreas Lommatzsch; Sahin Albayrak (SPIM, 2011)

A distributed multi-operator W2V2G management approach. - Jan Keiser; Juri Glass; Nils Masuch; Marco Lützenberger; Sahin Albayrak (SmartGridComm, 2011)

DAI Approaches to the TAC-KBP 2011 Entity Linking Task. - Danuta Ploch; Leonhard Hennig; Ernesto William De Luca; Sahin Albayrak (TAC, 2011)

User Centric Wireless Testbed. - Mürsel Yildiz; Ahmet Cihat Toker; Fikret Sivrikaya; Sahin Albayrak (TRIDENTCOM, 2011)

SERUM: Collecting Semantic User Behavior for Improved News Recommendations. - Till Plumbaum; Andreas Lommatzsch; Ernesto William De Luca; Sahin Albayrak (UMAP Workshops, 2011)

Strategic behavior in a living environment. - Marco Lützenberger; Sebastian Ahrndt; Benjamin Hirsch; Nils Masuch; Axel Heßler; Sahin Albayrak (WSC, 2011)

User QoE Influenced Spectrum Trade, Resource Allocation, and Network Selection. - Manzoor Ahmed Khan; Hamidou Tembine; Fikret Sivrikaya; Sahin Albayrak; Barbara Ulrike Konz (Int. J. Wirel. Inf. Networks, 2011)

ASGARD - Graphisches Monitoring für verteilte Multiagentensysteme. - Jakob Tonn; Silvan Kaiser; Sahin Albayrak (Prax. Inf.verarb. Kommun., 2011)

Dynamic Distribution and Layouting of Model-Based User Interfaces in Smart Environments. - Dirk Roscher; Grzegorz Lehmann; Veit Schwartze; Marco Blumendorf; Sahin Albayrak (Model-Driven Development of Advanced User Interfaces, 2011)

SeMa2: A Hybrid Semantic Service Matching Approach. - Nils Masuch; Benjamin Hirsch; Michael Burkhardt; Axel Heßler; Sahin Albayrak (Semantic Web Services, Advancement through Evaluation, 2012)

Agent Based Assistance for Electric Vehicles An Evaluation. - Marco Lützenberger; Jan Keiser; Nils Masuch; Sahin Albayrak (AMT, 2012)

An Interests Discovery Approach in Social Networks Based on Semantically Enriched Graphs. - Akram Alkouz; Sahin Albayrak (ASONAM, 2012)

Entwicklung einer mobilen elektronischen Patientenakte für die ambulante Versorgung in ländlichen Regionen. - Sebastian Ahrndt; Andreas Rieger; Sahin Albayrak (GI-Jahrestagung, 2012)

Predicting Fall Risks in Electronic Patient Records. - Ariane Schenk; Sebastian Ahrndt; Sahin Albayrak (GI-Jahrestagung, 2012)

Cooperation incentives based load balancing in UCN: A probabilistic approach. - Mürsel Yildiz; Manzoor Ahmed Khan; Fikret Sivrikaya; Sahin Albayrak (GLOBECOM, 2012)

An Interests Discovery Approach in Social Networks based on a Semantically Enriched Bayesian Network Model. - Akram Alkouz; Sahin Albayrak (KDIR, 2012)

An Order-invariant Time Series Distance Measure - Position on Recent Developments in Time Series Analysis. - Stephan Spiegel; Sahin Albayrak (KDIR, 2012)

Correlating perception-oriented aspects in user-centric recommender system evaluation. - Alan Said; Brijnesh J. Jain; Andreas Lommatzsch; Sahin Albayrak (IIiX, 2012)

Agent-based integration of an electric car sharing fleet into a smart distribution feeder. - Daniel Freund 002; Andreas F. Raab; Tobias Küster; Sahin Albayrak; Kai Strunz (ISGT Europe, 2012)

Reconsider your strategy an agent-based conceptualisation of compensatory driver behaviour. - Marco Lützenberger; Sebastian Ahrndt; Benjamin Hirsch; Nils Masuch; Axel Hessler; Sahin Albayrak (ITSC, 2012)

KMulE: a framework for user-based comparison of recommender algorithms. - Alan Said; Ernesto William De Luca; Benjamin Kille; Brijnesh J. Jain; Immo Micus; Sahin Albayrak (IUI, 2012)

GerNED: A German Corpus for Named Entity Disambiguation. - Danuta Ploch; Leonhard Hennig; Angelina Duka; Ernesto William De Luca; Sahin Albayrak (LREC, 2012)

A trusted ecosystem for Android applications based on context-aware access control. - Markus Herpich; Leonid Batyuk; Seyit Ahmet Çamtepe; Sahin Albayrak (MALWARE, 2012)

DAI Lab at MediaEval 2012 Affect Task: The Detection of Violent Scenes using Affective Features. - Esra Acar; Sahin Albayrak (MediaEval, 2012)

Human action recognition using Lagrangian descriptors. - Esra Acar; Tobias Senst; Alexander Kuhn; Ivo Keller; Holger Theisel; Sahin Albayrak; Thomas Sikora (MMSP, 2012)

Expressing model relations as basis for structural consistency analysis in models@run.time. - Frank Trollmann; Sahin Albayrak (Models@run.time, 2012)

An Agent-Based Augmented Reality Demonstrator in the Domestic Energy Domain. - Sebastian Ahrndt; Johannes Fähndrich; Marco Lützenberger; Andreas Rieger; Sahin Albayrak (PAAMS, 2012)

Applying Model-Based Techniques to the Development of UIs for Agent Systems. - Sebastian Ahrndt; Dirk Roscher; Marco Lützenberger; Andreas Rieger; Sahin Albayrak (PAAMS (Workshops), 2012)

Mining Application Development for Research. - Johannes Fähndrich; Sebastian Ahrndt; Sahin Albayrak (PAAMS (Special Sessions), 2012)

Analyzing weighting schemes in collaborative filtering: cold start, post cold start and power users. - Alan Said; Brijnesh J. Jain; Sahin Albayrak (SAC, 2012)

Estimating the magic barrier of recommender systems: a user study. - Alan Said; Brijnesh J. Jain; Sascha Narr; Till Plumbaum; Sahin Albayrak; Christian Scheel (SIGIR, 2012)

A Tool Set for the Evaluation of Security and Reliability in Smart Grids. - Joël Chinnow; Jakob Tonn; Karsten Bsufka; Thomas Konnerth; Sahin Albayrak (SmartGridSec, 2012)

A Framework for Automated Identification of Attack Scenarios on IT Infrastructures. - Seyit Ahmet Çamtepe; Karsten Bsufka; Leonhard Hennig; Cihan Simsek; Sahin Albayrak (Prax. Inf.verarb. Kommun., 2012)

Costs and Gains of Smart Charging Electric Vehicles to Provide Regulation Services. - Daniel Freund 002; Marco Lützenberger; Sahin Albayrak (ANT/MobiWIS, 2012)

Cooperation-based resource allocation and call admission for wireless network operators. - Manzoor Ahmed Khan; Ahmet Cihat Toker; Fikret Sivrikaya; Sahin Albayrak (Telecommun. Syst., 2012)

JIAC V: A MAS framework for industrial applications. - Marco Lützenberger; Tobias Küster; Thomas Konnerth; Alexander Thiele; Nils Masuch; Axel Heßler; Jan Keiser; Michael Burkhardt; Silvan Kaiser; Sahin Albayrak (AAMAS, 2013)

Industrial process optimisation with JIAC. - Marco Lützenberger; Tobias Küster; Thomas Konnerth; Alexander Thiele; Nils Masuch; Axel Heßler; Jan Keiser; Michael Burkhardt; Silvan Kaiser; Jakob Tonn; Sahin Albayrak (AAMAS, 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; Sahin Albayrak (EMAS@AAMAS, 2013)

Detecting violent content in Hollywood movies by mid-level audio representations. - Esra Acar; Frank Hopfgartner; Sahin Albayrak (CBMI, 2013)

User-centric evaluation of a K-furthest neighbor collaborative filtering recommender algorithm. - Alan Said; Ben Fields; Brijnesh J. Jain; Sahin Albayrak (CSCW, 2013)

A 3D approach to recommender system evaluation. - Alan Said; Brijnesh J. Jain; Sahin Albayrak (CSCW Companion, 2013)

Requirements for Applying Simulation-Based Automated Usability Evaluation to Model-Based Adaptive User Interfaces for Smart Environments. - Michael Quade; Andreas Rieger; Sahin Albayrak (HCI (25), 2013)

Towards Automated Service Matchmaking and Planning for Multi-Agent Systems with OWL-S - Approach and Challenges. - Johannes Fähndrich; Nils Masuch; Hilmi Yildirim; Sahin Albayrak (ICSOC Workshops, 2013)

DAI at the MediaEval 2013 Visual Privacy Task: Representing People with Foreground Edges. - Dominique Maniry; Esra Acar; Sahin Albayrak (MediaEval, 2013)

Violence detection in hollywood movies by the fusion of visual and mid-level audio cues. - Esra Acar; Frank Hopfgartner; Sahin Albayrak (ACM Multimedia, 2013)

Preventing Elderly from Falls: The Agent Perspective in EPRs. - Sebastian Ahrndt; Johannes Fähndrich; Sahin Albayrak (PAAMS, 2013)

Agents Vote against Falls: The Agent Perspective in EPRs. - Sebastian Ahrndt; Johannes Fähndrich; Sahin Albayrak (PAAMS, 2013)

Towards Self-Explaining Agents. - Johannes Fähndrich; Sebastian Ahrndt; Sahin Albayrak (PAAMS (Special Sessions), 2013)

Semi-automated Generation of Semantic Service Descriptions. - Nils Masuch; Philipp Brock; Sahin Albayrak (PAAMS (Special Sessions), 2013)

An intelligent health assistant for migrants. - Till Plumbaum; Sascha Narr; Veit Schwartze; Frank Hopfgartner; Sahin Albayrak (PervasiveHealth, 2013)

A framework for learning and analyzing hybrid recommenders based on heterogeneous semantic data. - Andreas Lommatzsch; Benjamin Kille; Sahin Albayrak (OAIR, 2013)

An adaptive hybrid movie recommender based on semantic data. - Andreas Lommatzsch; Benjamin Kille; Jae Won Kim; Sahin Albayrak (OAIR, 2013)

Learning hybrid recommender models for heterogeneous semantic data. - Andreas Lommatzsch; Benjamin Kille; Sahin Albayrak (SAC, 2013)

Can you simulate traffic psychology? An analysis. - Marco Lützenberger; Sahin Albayrak (WSC, 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; Sahin Albayrak (Integr. Comput. Aided Eng., 2013)

Guest editorial: Special issue on data mining for information security. - Yuval Elovici; Lior Rokach; Sahin Albayrak (Inf. Sci., 2013)

An Agile Method for Multiagent Software Engineering. - Jaschar Domann; Sindy Hartmann; Michael Burkhardt; Alexander Barge; Sahin Albayrak (ANT/SEIT, 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 (ANT/SEIT, 2014)

Towards a Holistic Approach for Problems in the Energy and Mobility Domain. - Marco Lützenberger; Nils Masuch; Tobias Küster; Jan Keiser; Daniel Freund 002; Marcus Voß; Christopher-Eyk Hrabia; Denis Pozo; Johannes Fähndrich; Frank Trollmann; Sahin Albayrak (ANT/SEIT, 2014)

Distributed enterprise search using software agents. - Erwin Gunadi; Michael Meder; Till Plumbaum; Christian Scheel; Frank Hopfgartner; Sahin Albayrak (AAMAS, 2014)

Micro smart grids and electromobility charging optimisation with a distributed agent application: demonstration. - Christopher-Eyk Hrabia; Marco Lützenberger; Tobias Küster; Sahin Albayrak (AAMAS, 2014)

Engineering JIAC multi-agent systems. - Marco Lützenberger; Thomas Konnerth; Tobias Küster; Jakob Tonn; Nils Masuch; Sahin Albayrak (AAMAS, 2014)

Towards Process-Oriented Modelling and Creation of Multi-Agent Systems. - Tobias Küster; Axel Heßler; Sahin Albayrak (EMAS@AAMAS, 2014)

Are There Semantic Primes in Formal Languages? - Johannes Fähndrich; Sebastian Ahrndt; Sahin Albayrak (DCAI, 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 001 (EICS, 2014)

Ants in the OCEAN: Modulating Agents with Personality for Planning with Humans. - Sebastian Ahrndt; Armin Aria; Johannes Fähndrich; Sahin Albayrak (EUMAS, 2014)

Semantic Service Manager - Enabling Semantic Web Technologies in Multi-Agent Systems. - Nils Masuch; Christian Kuster; Sahin Albayrak (GI-Jahrestagung, 2014)

Users' reading habits in online news portals. - Cagdas Esiyok; Benjamin Kille; Brijnesh Johannes Jain; Frank Hopfgartner; Sahin Albayrak (IIiX, 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; Çigdem Avci Salma; Xuan-Thuy Dang; Christian Kuster; Sahin Albayrak (ITSC, 2014)

TUB-IRML at MediaEval 2014 Violent Scenes Detection Task: Violence Modeling through Feature Space Partitioning. - Esra Acar; Sahin Albayrak (MediaEval, 2014)

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

Evaluation of a mobile EPR system for a new Healthcare Professional in Germany. - Sebastian Ahrndt; Andreas Rieger; Elif Eryilmaz; Sahin Albayrak (MIE, 2014)

Personalized Fall Risk Assessment Tool by using the Data Treasure contained in Mobile Electronic Patient Records. - Elif Eryilmaz; Sebastian Ahrndt; Johannes Fähndrich; Sahin Albayrak (MIE, 2014)

Providing Multilingual Access to Health-Related Content. - Till Plumbaum; Sascha Narr; Elif Eryilmaz; Frank Hopfgartner; Funda Klein-Ellinghaus; Anna Reese; Sahin Albayrak (MIE, 2014)

A Visualization Tool for Violent Scenes Detection. - Dominique Maniry; Esra Acar; Frank Hopfgartner; Sahin Albayrak (ICMR, 2014)

Understanding Affective Content of Music Videos through Learned Representations. - Esra Acar; Frank Hopfgartner; Sahin Albayrak (MMM (1), 2014)

HPLAN: Facilitating the Implementation of Joint Human-Agent Activities. - Sebastian Ahrndt; Philipp Ebert; Johannes Fähndrich; Sahin Albayrak (PAAMS, 2014)

Human-Aware Planning: A Survey Related to Joint Human-Agent Activities. - Sebastian Ahrndt; Johannes Fähndrich; Sahin Albayrak (PAAMS (Special Sessions), 2014)

BestTime: Finding Representatives in Time Series Datasets. - Stephan Spiegel; David Schultz; Sahin Albayrak (ECML/PKDD (3), 2014)

Energy disaggregation meets heating control. - Stephan Spiegel; Sahin Albayrak (SAC, 2014)

Fast time series classification under lucky time warping distance. - Stephan Spiegel; Brijnesh Johannes Jain; Sahin Albayrak (SAC, 2014)

Current frontiers in reproducing human driver behavior. - Marco Lützenberger; Sahin Albayrak (SummerSim, 2014)

Integrating electric vehicles into smart grid infrastructures a simulation-based approach that became reality. - Marco Lützenberger; Tobias Küster; Sahin Albayrak (WSC, 2014)

Modelling of Personality in Agents: From Psychology to Logical Formalisation and Implementation. - Sebastian Ahrndt; Johannes Fähndrich; Marco Lützenberger; Sahin Albayrak (AAMAS, 2015)

Agent-Based Adaptive Mobile Computing in Games: Demonstration. - Damian Burke; Axel Heßler; Sahin Albayrak (AAMAS, 2015)

Multi-stage Smart Grid Optimisation with a Multiagent System. - Christopher-Eyk Hrabia; Francisco Denis Pozo Pardo; Tobias Küster; Sahin Albayrak (AAMAS, 2015)

A Formal Description of a Mapping from Business Processes to Agents. - Tobias Küster; Marco Lützenberger; Sahin Albayrak (EMAS@AAMAS, 2015)

Fusion of learned multi-modal representations and dense trajectories for emotional analysis in videos. - Esra Acar; Frank Hopfgartner; Sahin Albayrak (CBMI, 2015)

Situation Awareness Meets Ontologies: A Context Spaces Case Study. - Andrey Boytsov; Arkady B. Zaslavsky; Elif Eryilmaz; Sahin Albayrak (CONTEXT, 2015)

Applied Distributed Information Retrieval in Enterprise Search. - Erwin Gunadi; Till Plumbaum; Sahin Albayrak (SCST@ECIR, 2015)

Self-Explanation through Semantic Annotation: A Survey. - Johannes Fähndrich; Sebastian Ahrndt; Sahin Albayrak (FedCSIS (Position Papers), 2015)

An IR View on Lifelogging. - Till Plumbaum; Sahin Albayrak (HCI (8), 2015)

Extending Model to Model Transformation Results from Triple Graph Grammars to Multiple Models. - Frank Trollmann; Sahin Albayrak (ICMT, 2015)

eRing: multiple finger gesture recognition with one ring using an electric field. - Mathias Wilhelm; Daniel Krakowczyk; Frank Trollmann; Sahin Albayrak (iWOAR, 2015)

A Metrics Framework for Quantifying Autonomy in Complex Systems. - Christopher-Eyk Hrabia; Nils Masuch; Sahin Albayrak (MATES, 2015)

Using Interaction Signals for Job Recommendations. - Benjamin Kille; Fabian Abel; Balázs Hidasi; Sahin Albayrak (MobiCASE, 2015)

Conceptual architecture for self-discovering in fragmented service systems. - Michael Strasser; Sahin Albayrak (NTMS, 2015)

Adaptive Multi-stage Optimisation for EV Charging Integration into Smart Grid Control. - Christopher-Eyk Hrabia; Tobias Küster; Marcus Voß; Francisco Denis Pozo Pardo; Sahin Albayrak (PRIMA, 2015)

Predictability in human-agent cooperation: adapting to humans' personalities. - Sebastian Ahrndt; Benjamin Breitung; Johannes Fähndrich; Sahin Albayrak (SAC, 2015)

Real-time recommendations for user-item streams. - Andreas Lommatzsch; Sahin Albayrak (SAC, 2015)

Conceptual application of the MAPE-K feedback loop to opportunistic sensing. - Elif Eryilmaz; Frank Trollmann; Sahin Albayrak (SDF, 2015)

A generic simulation model for strategic level driver behavior. - Marco Lützenberger; Sahin Albayrak (SummerSim, 2015)

A simulation tool that facilitates the planning and the development of micro smart grids. - Marco Lützenberger; Sahin Albayrak (WSC, 2015)

The potential of interconnected service marketplaces for future mobility. - Michael Strasser; Nico Weiner; Sahin Albayrak (Comput. Electr. Eng., 2015)

A common approach to intelligent energy and mobility services in a smart city environment. - Marco Lützenberger; Nils Masuch; Tobias Küster; Daniel Freund 002; Marcus Voß; Christopher-Eyk Hrabia; Denis Pozo; Johannes Fähndrich; Frank Trollmann; Jan Keiser; Sahin Albayrak (J. Ambient Intell. Humaniz. Comput., 2015)

Towards Outsourced and Individual Service Consumption Clearing in Connected Mobility Solutions. - Michael Strasser; Sahin Albayrak (CLOSER (Selected Papers), 2016)

Interactions in Service Provisioning Systems for Smart City Mobility Services. - Michael Strasser; Nico Weiner; Sahin Albayrak (CLOSER (1), 2016)

Individual Service Clearing as a Business Service: A Capable Reference Solution for B2B Mobility Marketplaces. - Michael Strasser; Nico Weiner; Sahin Albayrak (CLOSER (2), 2016)

Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. - Marc Halbrügge; Michael Quade; Klaus-Peter Engelbrecht; Sebastian Möller 001; Sahin Albayrak (UbiComp, 2016)

Extending Model Synchronization Results from Triple Graph Grammars to Multiple Models. - Frank Trollmann; Sahin Albayrak (ICMT, 2016)

Mitigating traffic problems by integrating smart parking solutions into an interconnected ecosystem. - Michael Strasser; Daniel Mauser; Sahin Albayrak (ISCC, 2016)

Joint Human-Agent Activities: Challenges and Definition. - Sebastian Ahrndt; Sahin Albayrak (MATES, 2016)

Personality and Agents: Formalising State and Effects. - Sebastian Ahrndt; Frank Trollmann; Johannes Fähndrich; Sahin Albayrak (MATES, 2016)

Outsourced invoice service: Service-clearing as SaaS in mobility service marketplaces. - Michael Strasser; Nico Weiner; Sahin Albayrak (NOMS, 2016)

A pattern based feasibility study of cloud computing for Smart Mobility solutions. - Michael Strasser; Sahin Albayrak (RNDM, 2016)

Human-agent teamwork: what is predictability, why is it important? - Sebastian Ahrndt; Johannes Fähndrich; Sahin Albayrak (SAC, 2016)

Engineering iot applications by means of software technology and computer-aided simulation (WIP). - Marco Lützenberger; Sahin Albayrak (SummerSim, 2016)

Learning Gamification Design - An Usability First Approach for the Enterprise Infoboard Experiment. - Michael Meder; Till Plumbaum; Sahin Albayrak (GamifIR@SIGIR, 2016)

The Current Situation and Future Trends of Marketplaces for Mobility Services: Findings From Qualitative Expert Interviews. - Michael Strasser; Sahin Albayrak (SMARTGREENS, 2016)

Process-oriented modelling, creation, and interpretation of multi-agent systems. - Tobias Küster; Axel Heßler; Sahin Albayrak (Int. J. Agent Oriented Softw. Eng., 2016)

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

A Multi-Agent Platform for Augmented Reality based Product-Service Systems. - Nils Masuch; Tobias Küster; Johannes Fähndrich; Marco Lützenberger; Sahin Albayrak (AAMAS, 2017)

Combining Self-Organisation with Decision-Making and Planning. - Christopher-Eyk Hrabia; Tanja Katharina Kaiser; Sahin Albayrak (EUMAS/AT, 2017)

CHARIOT: An IoT Middleware for the Integration of Heterogeneous Entities in a Smart Urban Factory. - Cem Akpolat; Doruk Sahinel; Fikret Sivrikaya; Grzegorz Lehmann; Sahin Albayrak (FedCSIS (Position Papers), 2017)

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

Towards the Automatic Sentiment Analysis of German News and Forum Documents. - Andreas Lommatzsch; Florian Bütow; Danuta Ploch; Sahin Albayrak (I4CS, 2017)

Learning About Human Personalities. - Sebastian Ahrndt; Sahin Albayrak (MATES, 2017)

A Primer on Data-Driven Gamification Design. - Michael Meder; Till Plumbaum; Sahin Albayrak (DDGD@MindTrek, 2017)

Recommending Personalized News in Short User Sessions. - Elena Viorica Epure; Benjamin Kille; Jon Espen Ingvaldsen; Rébecca Deneckère; Camille Salinesi; Sahin Albayrak (RecSys, 2017)

On the Decaying Utility of News Recommendation Models. - Benjamin Kille; Sahin Albayrak (RecTemp@RecSys, 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 001; Nicholas J. P. Race; Frank Hopfgartner; Sahin Albayrak (TVX, 2017)

Modeling the Dynamics of Online News Reading Interests. - Elena Viorica Epure; Benjamin Kille; Jon Espen Ingvaldsen; Rébecca Deneckère; Camille Salinesi; Sahin Albayrak (UMAP, 2017)

Reciprocal impact of autonomous vehicles and network resource management. - Fikret Sivrikaya; Manzoor Ahmed Khan; Cem Bila; Sahin Albayrak (VNC, 2017)

Incorporating context and trends in news recommender systems. - Andreas Lommatzsch; Benjamin Kille; Sahin Albayrak (WI, 2017)

Beyond 5G Vision for IOLITE Community. - Doruk Sahinel; Cem Akpolat; Manzoor Ahmed Khan; Fikret Sivrikaya; Sahin Albayrak (IEEE Commun. Mag., 2017)

A comprehensive study on mid-level representation and ensemble learning for emotional analysis of video material. - Esra Acar; Frank Hopfgartner; Sahin Albayrak (Multim. Tools Appl., 2017)

Vehicles of the Future: A Survey of Research on Safety Issues. - Cem Bila; Fikret Sivrikaya; Manzoor Ahmed Khan; Sahin Albayrak (IEEE Trans. Intell. Transp. Syst., 2017)

Social Cobots: Anticipatory Decision-Making for Collaborative Robots Incorporating Unexpected Human Behaviors. - O. Can Görür; Benjamin Rosman; Fikret Sivrikaya; Sahin Albayrak (HRI, 2018)

Hybrid adaptation policies: towards a framework for classification and modelling of different combinations of adaptation policies. - Frank Trollmann; Johannes Fähndrich; Sahin Albayrak (SEAMS@ICSE, 2018)

Gamification in E-Commerce: Tangible vs. Intangible Rewards. - Michael Meder; Till Plumbaum; Aleksander Raczkowski; Brijnesh J. Jain; Sahin Albayrak (MindTrek, 2018)

EffFeu project: Efficient Operation of Unmanned Aerial Vehicles for Industrial Fire Fighters. - Christopher-Eyk Hrabia; Axel Hessler; Yuan Xu 001; Jan Brehmer; Sahin Albayrak (DroNet@MobiSys, 2018)

Application Independent Flexibility Assessment and Forecasting for Controlled EV Charging. - Marcus Voß; Mathias Wilhelm; Sahin Albayrak (SMARTGREENS, 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 (SmartGridComm, 2018)

Residential Short-Term Load Forecasting Using Convolutional Neural Networks. - Marcus Voß; Christian Bender-Saebelkampf; Sahin Albayrak (SmartGridComm, 2018)

An Architecture for Dynamic Context Recognition in an Autonomous Driving Testing Environment. - Elif Eryilmaz; Frank Trollmann; Sahin Albayrak (SOCA, 2018)

An agent-based network resource management concept for smart city services. - Doruk Sahinel; Cem Akpolat; Fikret Sivrikaya; Sahin Albayrak (WONS, 2018)

Applying robotic frameworks in a simulated multi-agent contest - TUBDAI team description multi-agent programming contest 2017. - Christopher-Eyk Hrabia; Patrick Marvin Lehmann; Nabil Battjbuer; Axel Hessler; Sahin Albayrak (Ann. Math. Artif. Intell., 2018)

Towards adaptive multi-robot systems: self-organization and self-adaptation. - Christopher-Eyk Hrabia; Marco Lützenberger; Sahin Albayrak (Knowl. Eng. Rev., 2018)

Adaptive Service Selection for Enabling the Mobility of Autonomous Vehicles. - Elif Eryilmaz; Manzoor Ahmed Khan; Frank Trollmann; Sahin Albayrak (AmI, 2019)

Anticipatory Bayesian Policy Selection for Online Adaptation of Collaborative Robots to Unknown Human Types. - O. Can Görür; Benjamin Rosman; Sahin Albayrak (AAMAS, 2019)

International Workshop on Model Selection and Parameter Tuning in Recommender Systems. - Fikret Sivrikaya; Sahin Albayrak; Defu Lian (CIKM, 2019)

Increasing Self-Adaptation in a Hybrid Decision-Making and Planning System with Reinforcement Learning. - Christopher-Eyk Hrabia; Patrick Marvin Lehmann; Sahin Albayrak (COMPSAC (1), 2019)

Quality-aware Service Selection Approach for Adaptive Context Recognition in IoT. - Elif Eryilmaz; Frank Trollmann; Sahin Albayrak (IOT, 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 (ISGT Europe, 2019)

A Framework for Integrating Intelligent Mobile Energy Storage into Energy Distribution Systems. - Lara-Sophie Christmann; Claudia Offel; Luisa Rahn; Nikhil Singh 005; Lucie Géhin; Gai Hang; Asma Safaya; Mahmoud Draz; Sahin Albayrak (ISGT Europe, 2019)

EffFeu Project: Towards Mission-Guided Application of Drones in Safety and Security Environments. - Christopher-Eyk Hrabia; Axel Hessler; Yuan Xu 001; Jacob Seibert; Jan Brehmer; Sahin Albayrak (Sensors, 2019)

A Gesture Control System for Drones Used with Special Operations Forces. - Marius Montebaur; Mathias Wilhelm; Axel Hessler; Sahin Albayrak (HRI (Companion), 2020)

A Novel Energy Management System for Solar Electric Vehicles. - Lisette ten Boske; Tobias Gunneberg; Jonathan Rau; Ogun Yurdakul; Sahin Albayrak (ISGT-Europe, 2020)

Multi-Objective Residential Electricity Scheduling Based on Forecasting Generation and Demand via LSTM. - Jan Timo Meyer; Louis-André Agrofoglio; Joris Clement; Qiyi Liu; Ogun Yurdakul; Sahin Albayrak (ISGT-Europe, 2020)

A Novel Energy Management System for Cruise Ships Including Forecasting via LSTM. - Pengchao Wei; Samira Vogt; Danyang Wang; Raul Elizondo Gonzalez; Ogun Yurdakul; Sahin Albayrak (ISGT-Europe, 2020)

Ring-based finger tracking using capacitive sensors and long short-term memory. - Mathias Wilhelm; Jan-Peter Lechler; Daniel Krakowczyk; Sahin Albayrak (IUI, 2020)

Demonstration of Finger Tracking Using Capacitive Sensing with a Ring. - Mathias Wilhelm; Jan-Peter Lechler; Daniel Krakowczyk; Sahin Albayrak (IUI Companion, 2020)

Very Short-Term Power System Frequency Forecasting. - Ogun Yurdakul; Fatih Eser; Fikret Sivrikaya; Sahin Albayrak (IEEE Access, 2020)

A Distributionally Robust Optimization Approach for Unit Commitment in Microgrids. - Ogun Yurdakul; Fikret Sivrikaya; Sahin Albayrak (CoRR, 2020)

Forecasting Daily Primary Three-Hour Net Load Ramps in the CAISO System. - Ogun Yurdakul; Andreas Meyer 010; Fikret Sivrikaya; Sahin Albayrak (CoRR, 2020)

PeriSense: Ring-Based Multi-Finger Gesture Interaction Utilizing Capacitive Proximity Sensing. - Mathias Wilhelm; Daniel Krakowczyk; Sahin Albayrak (Sensors, 2020)

Software switches: novel hands-free interaction techniques for quadriplegics based on respiration-machine interaction. - Cagdas Esiyok; Ayhan Askin; Aliye Tosun; Sahin Albayrak (Univers. Access Inf. Soc., 2020)

Hierarchical Deep Reinforcement Learning based Dynamic RAN Slicing for 5G V2X. - Umuralp Kaytaz; Fikret Sivrikaya; Sahin Albayrak (GLOBECOM, 2021)

Optimal Scheduling of Battery Swapping Stations for Electric Public Transportation. - Mustafa Cagatay Kocer; Ogun Yurdakul; Sahin Albayrak (ISGT-Europe, 2021)

Generalized Additive Modeling of Building Inertia Thermal Energy Storage for Integration Into Smart Grid Control. - Marcus Voss; Jan F. Heinekamp; Sabine Krutzsch; Friedrich Sick; Sahin Albayrak; Kai Strunz (IEEE Access, 2021)

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 (Univers. Access Inf. Soc., 2021)

Competitive Learning for Unsupervised Anomaly Detection in Intelligent Transportation Systems. - Umuralp Kaytaz; Fikret Sivrikaya; Sahin Albayrak (ICC, 2022)

Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives. - Weijia Shao; Sahin Albayrak (LOD (1), 2022)

Flexible Ramping Product Procurement in Day-Ahead Markets. - Ogun Yurdakul; Erik Ela; Sahin Albayrak (CoRR, 2022)

Adaptive Stochastic Optimisation of Nonconvex Composite Objectives. - Weijia Shao; Fikret Sivrikaya; Sahin Albayrak (CoRR, 2022)

Optimistic optimisation of composite objective with exponentiated update. - Weijia Shao; Fikret Sivrikaya; Sahin Albayrak (Mach. Learn., 2022)

Joint Link Rate Selection and Adaptive Forward Error Correction for High-Rate Wireless Multicast. - Thomas Geithner; Fikret Sivrikaya; Sahin Albayrak (IEEE Open J. Commun. Soc., 2022)

Online Monte Carlo Planning with QoS Subgoals for Data Caching in ITS MEC Networks. - Umuralp Kaytaz; Saba Ahmadian; Fabian Hofmann; Fikret Sivrikaya; Sahin Albayrak (COINS, 2023)

Graph Neural Network for Digital Twin-enabled Intelligent Transportation System Reliability. - Umuralp Kaytaz; Saba Ahmadian; Fikret Sivrikaya; Sahin Albayrak (COINS, 2023)

Predictive Prescription of Unit Commitment Decisions Under Net Load Uncertainty. - Ogun Yurdakul; Feng Qiu; Sahin Albayrak (ISGT, 2023)

Model-Based Design of Integrated Transportation Systems Using Approximate Dynamic Programming. - Dominik Ascher; Georg Hackenberg; Sahin Albayrak (ITSC, 2023)

Overcoming the Limitations of Localization Uncertainty: Efficient and Exact Non-linear Post-processing and Calibration. - Moussa Kassem Sbeyti; Michelle Karg; Christian Wirth 001; Azarm Nowzad; Sahin Albayrak (ECML/PKDD (5), 2023)

Optimal Location and Sizing of Electric Bus Battery Swapping Station in Microgrid Systems by Considering Revenue Maximization. - Mustafa Cagatay Kocer; Ahmet Onen; Jaesung Jung; Hakan Gultekin; Sahin Albayrak (IEEE Access, 2023)

Overcoming the Limitations of Localization Uncertainty: Efficient & Exact Non-Linear Post-Processing and Calibration. - Moussa Kassem Sbeyti; Michelle Karg; Christian Wirth 001; Azarm Nowzad; Sahin Albayrak (CoRR, 2023)

FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation. - O. Can Görür; Benjamin Rosman; Fikret Sivrikaya; Sahin Albayrak (ACM Trans. Hum. Robot Interact., 2023)

Data science for next-generation recommender systems. - Shoujin Wang; Yan Wang 002; Fikret Sivrikaya; Sahin Albayrak; Vito Walter Anelli (Int. J. Data Sci. Anal., 2023)

GGAS: Ground Guiding Assistant System for Interactive Indoor Wayfinding. - Tobias Schulz; Pedram Babakhani; Moritz Heine; Finn Harms; Marc Guerreiro Augusto; Sahin Albayrak (IPIN, 2024)

A data-driven architecture for adaptive decentralized charging and energy management. - Dominik Ascher; Sahin Albayrak (ISGT EUROPE, 2024)

Debunking the Myth of High Consumption: Power Realities in Autonomous Vehicles*. - Marc Guerreiro Augusto; Jonas Benjamin Krug; Benjamin Acar; Fikret Sivrikaya; Sahin Albayrak (IV, 2024)

LaFAM: Unsupervised Feature Attribution with Label-Free Activation Maps. - Aray Karjauv; Sahin Albayrak (KI, 2024)

Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection. - Moussa Kassem Sbeyti; Michelle Karg; Christian Wirth 001; Nadja Klein; Sahin Albayrak (UAI, 2024)

An Agent-Based Data Acquisition Pipeline for Image Data. - Benjamin Acar; Martin Berger; Marc Guerreiro Augusto; Tobias Küster; Fikret Sivrikaya; Sahin Albayrak (IEEE Access, 2024)

OPACA: Toward an Open, Language- and Platform-Independent API for Containerized Agents. - Benjamin Acar; Tobias Küster; Oskar F. Kupke; Robert K. Strehlow; Marc Guerreiro Augusto; Fikret Sivrikaya; Sahin Albayrak (IEEE Access, 2024)

Opinerium: Subjective Question Generation Using Large Language Models. - Pedram Babakhani; Andreas Lommatzsch; Torben Brodt; Doreen Sacker; Fikret Sivrikaya; Sahin Albayrak (IEEE Access, 2024)

Probabilistic Risk Assessment in Power Systems With High Wind Energy Penetration. - Mahmoud Draz; Fabian Pagel; Sahin Albayrak (IEEE Access, 2024)

ALPACA - Adaptive Learning Pipeline for Comprehensive AI. - Simon Torka; Sahin Albayrak (CoRR, 2024)

Optimizing AI-Assisted Code Generation. - Simon Torka; Sahin Albayrak (CoRR, 2024)

Android App Feature Extraction: A review of approaches for malware and app similarity detection. - Simon Torka; Sahin Albayrak (CoRR, 2024)

Driving into the future: a cross-cutting analysis of distributed artificial intelligence, CCAM and the platform economy. - Marc Guerreiro Augusto; Benjamin Acar; Andrea Carolina Soto; Fikret Sivrikaya; Sahin Albayrak (Auton. Intell. Syst., 2024)

PiPD-CIRCLE: Pipeline for Predictive Distributed Container Image Registry with Cloud Backup and Lazy-Pulling in Edge Environment. - Shifa Imran; Fabian Hofmann; Fikret Sivrikaya; Sahin Albayrak (ICIN, 2025)

Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection. - Moussa Kassem Sbeyti; Nadja Klein; Azarm Nowzad; Fikret Sivrikaya; Sahin Albayrak (Trans. Mach. Learn. Res., 2025)

APR-Transformer: Initial Pose Estimation for Localization in Complex Environments through Absolute Pose Regression. - Srinivas Ravuri; Yuan Xu; Martin Ludwig Zehetner; Ketan Motlag; Sahin Albayrak (CoRR, 2025)

Multi-Policy Lazy RAN Slicing With Bayesian Optimization for Energy-Efficient B5G ITS. - Umuralp Kaytaz; Fikret Sivrikaya; Sahin Albayrak (IEEE Trans. Intell. Transp. Syst., 2025)