| 2025 | ICIN | 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 |
| 2024 | IPIN | GGAS: Ground Guiding Assistant System for Interactive Indoor Wayfinding. | Tobias Schulz, Pedram Babakhani, Moritz Heine, Finn Harms, Marc Guerreiro Augusto, Sahin Albayrak |
| 2024 | KI | LaFAM: Unsupervised Feature Attribution with Label-Free Activation Maps. | Aray Karjauv, Sahin Albayrak |
| 2024 | UAI | Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection. | Moussa Kassem Sbeyti, Michelle Karg, Christian Wirth, Nadja Klein, Sahin Albayrak |
| 2021 | GLOBECOM | Hierarchical Deep Reinforcement Learning based Dynamic RAN Slicing for 5G V2X. | Umuralp Kaytaz, Fikret Sivrikaya, Sahin Albayrak |
| 2020 | HRI | A Gesture Control System for Drones Used with Special Operations Forces. | Marius Montebaur, Mathias Wilhelm, Axel Hessler, Sahin Albayrak |
| 2020 | IUI | Ring-based finger tracking using capacitive sensors and long short-term memory. | Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak |
| 2020 | IUI | Demonstration of Finger Tracking Using Capacitive Sensing with a Ring. | Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak |
| 2019 | CIKM | International Workshop on Model Selection and Parameter Tuning in Recommender Systems. | Fikret Sivrikaya, Sahin Albayrak, Defu Lian |
| 2019 | COMPSAC | Increasing Self-Adaptation in a Hybrid Decision-Making and Planning System with Reinforcement Learning. | Christopher-Eyk Hrabia, Patrick Marvin Lehmann, Sahin Albayrak |
| 2018 | HRI | Social Cobots: Anticipatory Decision-Making for Collaborative Robots Incorporating Unexpected Human Behaviors. | O. Can Grr, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak |
| 2018 | ICSE | Hybrid adaptation policies: towards a framework for classification and modelling of different combinations of adaptation policies. | Frank Trollmann, Johannes Fhndrich, Sahin Albayrak |
| 2018 | Mobisys | EffFeu project: Efficient Operation of Unmanned Aerial Vehicles for Industrial Fire Fighters. | Christopher-Eyk Hrabia, Axel Hessler, Yuan Xu, Jan Brehmer, Sahin Albayrak |
| 2017 | EUMAS | Combining Self-Organisation with Decision-Making and Planning. | Christopher-Eyk Hrabia, Tanja Katharina Kaiser, Sahin Albayrak |
| 2017 | FedCSIS | 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 |
| 2017 | RecSys | Recommending Personalized News in Short User Sessions. | Elena Viorica Epure, Benjamin Kille, Jon Espen Ingvaldsen, Rbecca Deneckre, Camille Salinesi, Sahin Albayrak |
| 2017 | RecSys | On the Decaying Utility of News Recommendation Models. | Benjamin Kille, Sahin Albayrak |
| 2016 | CLOSER | Towards Outsourced and Individual Service Consumption Clearing in Connected Mobility Solutions. | Michael Strasser, Sahin Albayrak |
| 2016 | CLOSER | Interactions in Service Provisioning Systems for Smart City Mobility Services. | Michael Strasser, Nico Weiner, Sahin Albayrak |
| 2016 | CLOSER | Individual Service Clearing as a Business Service: A Capable Reference Solution for B2B Mobility Marketplaces. | Michael Strasser, Nico Weiner, Sahin Albayrak |
| 2016 | ISCC | Mitigating traffic problems by integrating smart parking solutions into an interconnected ecosystem. | Michael Strasser, Daniel Mauser, Sahin Albayrak |
| 2016 | NOMS | Outsourced invoice service: Service-clearing as SaaS in mobility service marketplaces. | Michael Strasser, Nico Weiner, Sahin Albayrak |
| 2016 | SAC | Human-agent teamwork: what is predictability, why is it important? | Sebastian Ahrndt, Johannes Fhndrich, Sahin Albayrak |
| 2016 | SIGIR | Learning Gamification Design - An Usability First Approach for the Enterprise Infoboard Experiment. | Michael Meder, Till Plumbaum, Sahin Albayrak |
| 2015 | CBMI | Fusion of learned multi-modal representations and dense trajectories for emotional analysis in videos. | Esra Acar, Frank Hopfgartner, Sahin Albayrak |
| 2015 | ECIR | Applied Distributed Information Retrieval in Enterprise Search. | Erwin Gunadi, Till Plumbaum, Sahin Albayrak |
| 2015 | FedCSIS | Self-Explanation through Semantic Annotation: A Survey. | Johannes Fhndrich, Sebastian Ahrndt, Sahin Albayrak |
| 2015 | HCI | An IR View on Lifelogging. | Till Plumbaum, Sahin Albayrak |
| 2015 | PRIMA | Adaptive Multi-stage Optimisation for EV Charging Integration into Smart Grid Control. | Christopher-Eyk Hrabia, Tobias Kster, Marcus Vo, Francisco Denis Pozo Pardo, Sahin Albayrak |
| 2015 | WSC | A simulation tool that facilitates the planning and the development of micro smart grids. | Marco Ltzenberger, Sahin Albayrak |
| 2015 | SAC | Predictability in human-agent cooperation: adapting to humans' personalities. | Sebastian Ahrndt, Benjamin Breitung, Johannes Fhndrich, Sahin Albayrak |
| 2015 | SAC | Real-time recommendations for user-item streams. | Andreas Lommatzsch, Sahin Albayrak |
| 2014 | ANT | An Agile Method for Multiagent Software Engineering. | Jaschar Domann, Sindy Hartmann, Michael Burkhardt, Alexander Barge, Sahin Albayrak |
| 2014 | ANT | Model-driven Development and Validation of Multi-agent Systems in JIAC V with the Agent World Editor. | Christian Kuster, Tobias Kster, Marco Ltzenberger, Sahin Albayrak |
| 2014 | ANT | Towards a Holistic Approach for Problems in the Energy and Mobility Domain. | Marco Ltzenberger, Nils Masuch, Tobias Kster, Jan Keiser, Daniel Freund, Marcus Vo, Christopher-Eyk Hrabia, Denis Pozo, Johannes Fhndrich, Frank Trollmann, Sahin Albayrak |
| 2014 | DCAI | Are There Semantic Primes in Formal Languages? | Johannes Fhndrich, Sebastian Ahrndt, Sahin Albayrak |
| 2014 | EICS | Predicting task execution times by deriving enhanced cognitive models from user interface development models. | Michael Quade, Marc Halbrgge, Klaus-Peter Engelbrecht, Sahin Albayrak, Sebastian Mller |
| 2014 | EUMAS | Ants in the OCEAN: Modulating Agents with Personality for Planning with Humans. | Sebastian Ahrndt, Armin Aria, Johannes Fhndrich, Sahin Albayrak |
| 2014 | GI | Semantic Service Manager - Enabling Semantic Web Technologies in Multi-Agent Systems. | Nils Masuch, Christian Kuster, Sahin Albayrak |
| 2014 | MMM | Understanding Affective Content of Music Videos through Learned Representations. | Esra Acar, Frank Hopfgartner, Sahin Albayrak |
| 2014 | PAAMS | HPLAN: Facilitating the Implementation of Joint Human-Agent Activities. | Sebastian Ahrndt, Philipp Ebert, Johannes Fhndrich, Sahin Albayrak |
| 2014 | PAAMS | Human-Aware Planning: A Survey Related to Joint Human-Agent Activities. | Sebastian Ahrndt, Johannes Fhndrich, Sahin Albayrak |
| 2014 | WSC | Integrating electric vehicles into smart grid infrastructures a simulation-based approach that became reality. | Marco Ltzenberger, Tobias Kster, Sahin Albayrak |
| 2014 | SAC | Energy disaggregation meets heating control. | Stephan Spiegel, Sahin Albayrak |
| 2014 | SAC | Fast time series classification under lucky time warping distance. | Stephan Spiegel, Brijnesh Johannes Jain, Sahin Albayrak |
| 2013 | CBMI | Detecting violent content in Hollywood movies by mid-level audio representations. | Esra Acar, Frank Hopfgartner, Sahin Albayrak |
| 2013 | CSCW | User-centric evaluation of a K-furthest neighbor collaborative filtering recommender algorithm. | Alan Said, Ben Fields, Brijnesh J. Jain, Sahin Albayrak |
| 2013 | CSCW | A 3D approach to recommender system evaluation. | Alan Said, Brijnesh J. Jain, Sahin Albayrak |
| 2013 | HCI | Requirements for Applying Simulation-Based Automated Usability Evaluation to Model-Based Adaptive User Interfaces for Smart Environments. | Michael Quade, Andreas Rieger, Sahin Albayrak |
| 2013 | ICSOC | Towards Automated Service Matchmaking and Planning for Multi-Agent Systems with OWL-S - Approach and Challenges. | Johannes Fhndrich, Nils Masuch, Hilmi Yildirim, Sahin Albayrak |
| 2013 | PAAMS | Preventing Elderly from Falls: The Agent Perspective in EPRs. | Sebastian Ahrndt, Johannes Fhndrich, Sahin Albayrak |
| 2013 | PAAMS | Agents Vote against Falls: The Agent Perspective in EPRs. | Sebastian Ahrndt, Johannes Fhndrich, Sahin Albayrak |
| 2013 | PAAMS | Towards Self-Explaining Agents. | Johannes Fhndrich, Sebastian Ahrndt, Sahin Albayrak |
| 2013 | PAAMS | Semi-automated Generation of Semantic Service Descriptions. | Nils Masuch, Philipp Brock, Sahin Albayrak |
| 2013 | WSC | Can you simulate traffic psychology? An analysis. | Marco Ltzenberger, Sahin Albayrak |
| 2013 | SAC | Learning hybrid recommender models for heterogeneous semantic data. | Andreas Lommatzsch, Benjamin Kille, Sahin Albayrak |
| 2012 | GI | Entwicklung einer mobilen elektronischen Patientenakte fr die ambulante Versorgung in lndlichen Regionen. | Sebastian Ahrndt, Andreas Rieger, Sahin Albayrak |
| 2012 | GI | Predicting Fall Risks in Electronic Patient Records. | Ariane Schenk, Sebastian Ahrndt, Sahin Albayrak |
| 2012 | GLOBECOM | Cooperation incentives based load balancing in UCN: A probabilistic approach. | Mrsel Yildiz, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak |
| 2012 | IC3K | An Interests Discovery Approach in Social Networks based on a Semantically Enriched Bayesian Network Model. | Akram Alkouz, Sahin Albayrak |
| 2012 | IC3K | An Order-invariant Time Series Distance Measure - Position on Recent Developments in Time Series Analysis. | Stephan Spiegel, Sahin Albayrak |
| 2012 | IUI | 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 |
| 2012 | LREC | GerNED: A German Corpus for Named Entity Disambiguation. | Danuta Ploch, Leonhard Hennig, Angelina Duka, Ernesto William De Luca, Sahin Albayrak |
| 2012 | MMSP | Human action recognition using Lagrangian descriptors. | Esra Acar, Tobias Senst, Alexander Kuhn, Ivo Keller, Holger Theisel, Sahin Albayrak, Thomas Sikora |
| 2012 | MODELS | Expressing model relations as basis for structural consistency analysis in models@run.time. | Frank Trollmann, Sahin Albayrak |
| 2012 | PAAMS | An Agent-Based Augmented Reality Demonstrator in the Domestic Energy Domain. | Sebastian Ahrndt, Johannes Fhndrich, Marco Ltzenberger, Andreas Rieger, Sahin Albayrak |
| 2012 | PAAMS | Applying Model-Based Techniques to the Development of UIs for Agent Systems. | Sebastian Ahrndt, Dirk Roscher, Marco Ltzenberger, Andreas Rieger, Sahin Albayrak |
| 2012 | PAAMS | Mining Application Development for Research. | Johannes Fhndrich, Sebastian Ahrndt, Sahin Albayrak |
| 2012 | SAC | Analyzing weighting schemes in collaborative filtering: cold start, post cold start and power users. | Alan Said, Brijnesh J. Jain, Sahin Albayrak |
| 2012 | SIGIR | Estimating the magic barrier of recommender systems: a user study. | Alan Said, Brijnesh J. Jain, Sascha Narr, Till Plumbaum, Sahin Albayrak, Christian Scheel |
| 2011 | CIKM | Extracting semantic annotations from twitter. | Sascha Narr, Ernesto William De Luca, Sahin Albayrak |
| 2011 | CIKM | Pattern recognition in multivariate time series: dissertation proposal. | Stephan Spiegel, Brijnesh Johannes Jain, Ernesto William De Luca, Sahin Albayrak |
| 2011 | EICS | Formalizing model consistency based on the abstract syntax. | Frank Trollmann, Marco Blumendorf, Veit Schwartze, Sahin Albayrak |
| 2011 | GI | Framework for evaluating collaborative intrusion detection systems. | Dennis Grunewald, Jol Chinnow, Rainer Bye, Seyit Ahmet amtepe, Sahin Albayrak |
| 2011 | GI | From simulation to emulation - an integrated approach for network security evaluation. | Martin Mller, Rainer Bye, Karsten Bsufka, Seyit Ahmet amtepe, Sahin Albayrak |
| 2011 | HCI | My Personal User Interface: A Semantic User-Centric Approach to Manage and Share User Information. | Till Plumbaum, Katja Schulz, Martin Kurze, Sahin Albayrak |
| 2011 | HCI | Feeling Home - Tangible Information Visualization in Smart Home Environments in Relation to the Concept of Transhumanism. | Florian Weingarten, Sahin Albayrak |
| 2011 | IJCAI | Using Social and Pseudo Social Networks for Improved Recommendation Quality. | Alan Said, Ernesto William De Luca, Sahin Albayrak |
| 2011 | PAKDD | Link Prediction on Evolving Data Using Tensor Factorization. | Stephan Spiegel, Jan Hendrik Clausen, Sahin Albayrak, Jrme Kunegis |
| 2011 | RecSys | Personalizing tags: a folksonomy-like approach for recommending movies. | Alan Said, Benjamin Kille, Ernesto William De Luca, Sahin Albayrak |
| 2011 | WSC | Strategic behavior in a living environment. | Marco Ltzenberger, Sebastian Ahrndt, Benjamin Hirsch, Nils Masuch, Axel Heler, Sahin Albayrak |
| 2011 | TridentCom | User Centric Wireless Testbed. | Mrsel Yildiz, Ahmet Cihat Toker, Fikret Sivrikaya, Sahin Albayrak |
| 2010 | AVI | Adjustable context adaptations for user interfaces at runtime. | Veit Schwartze, Marco Blumendorf, Sahin Albayrak |
| 2010 | CIKM | Exploiting hierarchical tags for context-awareness. | Alan Said, Jrme Kunegis, Ernesto William De Luca, Sahin Albayrak |
| 2010 | COLING | Learning Summary Content Units with Topic Modeling. | Leonhard Hennig, Ernesto William De Luca, Sahin Albayrak |
| 2010 | EICS | Bridging models and systems at runtime to build adaptive user interfaces. | Marco Blumendorf, Grzegorz Lehmann, Sahin Albayrak |
| 2010 | EICS | Development of context-adaptive applications on the basis of runtime user interface models. | Grzegorz Lehmann, Marco Blumendorf, Sahin Albayrak |
| 2010 | ICMI | Dynamic user interface distribution for flexible multimodal interaction. | Marco Blumendorf, Dirk Roscher, Sahin Albayrak |
| 2010 | IPMU | The Link Prediction Problem in Bipartite Networks. | Jrme Kunegis, Ernesto William De Luca, Sahin Albayrak |
| 2010 | ISDA | A generic framework and runtime environment for development and evaluation of behavioral biometrics solutions. | Arik Messerman, Tarik Mustafic, Seyit Ahmet amtepe, Sahin Albayrak |
| 2010 | ISDA | A quantitative framework for dependency-aware organizational IT Risk Management. | Stephan Schmidt, Sahin Albayrak |
| 2010 | MODELS | Meta-modeling Runtime Models. | Grzegorz Lehmann, Marco Blumendorf, Frank Trollmann, Sahin Albayrak |
| 2010 | MODELS | Meta-Modeling Runtime Models. | Grzegorz Lehmann, Marco Blumendorf, Frank Trollmann, Sahin Albayrak |
| 2010 | MODELS | Separating Local and Global Aspects of Runtime Model Reconfiguration. | Frank Trollmann, Grzegorz Lehmann, Sahin Albayrak |
| 2010 | PERCOM | A 3-layer architecture for smart environment models. | Grzegorz Lehmann, Andreas Rieger, Marco Blumendorf, Sahin Albayrak |
| 2010 | WWW | Multilingual Ontology-based User Profile Enrichment. | Ernesto William De Luca, Till Plumbaum, Jrme Kunegis, Sahin Albayrak |
| 2010 | WSDM | I tag, you tag: translating tags for advanced user models. | Robert Wetzker, Carsten Zimmermann, Christian Bauckhage, Sahin Albayrak |
| 2010 | SDM | Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization. | Jrme Kunegis, Stephan Schmidt, Andreas Lommatzsch, Jrgen Lerner, Ernesto William De Luca, Sahin Albayrak |
| 2009 | HCI | Towards a Framework for the Development of Adaptive Multimodal User Interfaces for Ambient Assisted Living Environments. | Marco Blumendorf, Sahin Albayrak |
| 2009 | HCI | Behavior-Sensitive User Interfaces for Smart Environments. | Veit Schwartze, Sebastian Feuerstack, Sahin Albayrak |
| 2009 | ICDAR | Automated Ground Truth Data Generation for Newspaper Document Images. | Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas M. Breuel |
| 2009 | IUI | A meta user interface to control multimodal interaction in smart environments. | Dirk Roscher, Marco Blumendorf, Sahin Albayrak |
| 2008 | AVI | Multimodal user interfaces for smart environments: the multi-access service platform. | Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak |
| 2008 | AVI | Model-based layout generation. | Sebastian Feuerstack, Marco Blumendorf, Veit Schwartze, Sahin Albayrak |
| 2008 | ECAI | Modeling Collaborative Similarity with the Signed Resistance Distance Kernel. | Jrme Kunegis, Stephan Schmidt, Sahin Albayrak, Christian Bauckhage, Martin Mehlitz |
| 2008 | GLOBECOM | Spatially Limited Contention for Multi-Hop Wireless Networks. | Fikret Sivrikaya, Sahin Albayrak, Blent Yener |
| 2008 | ISCC | Adaptive window size to reduce the influence of heterogeneous mobility on TCP performance. | Niklas Kirschnick, Frank Steuer, Pablo Vidales, Sahin Albayrak |
| 2008 | TridentCom | A connectivity management system for vehicular telemedicine applications in heterogeneous networks. | Frank Steuer, Thomas Geithner, Thomas Kaschwig, Kaan Br, Sahin Albayrak |
| 2007 | CRITIS | A Malware Detector Placement Game for Intrusion Detection. | Stephan Schmidt, Tansu Alpcan, Sahin Albayrak, Tamer Basar, Achim Mller |
| 2007 | GLOBECOM | A Parameter Injection Algorithm for Real-Time Traffic in 802.11 Open Access Networks. | Muslim Elkotob, Sahin Albayrak |
| 2007 | IRI | Adapting Ratings in Memory-Based Collaborative Filtering using Linear Regression. | Jrme Kunegis, Sahin Albayrak |
| 2007 | IRI | A Fast, Feature-based Cluster Algorithm for Information Retrieval. | Martin Mehlitz, Christian Bauckhage, Sahin Albayrak |
| 2007 | KI | The Role of AI in Shaping Smart Services and Smart Systems. | Sahin Albayrak |
| 2007 | PIMRC | Network Economy in Service- and Context-Aware Next Generation Mobile Networks. | Sahin Albayrak, Kaan Br, Ahmet Cihat Toker |
| 2007 | SMC | An intelligent knowledge sharing system for web communities. | Christian Bauckhage, Tansu Alpcan, Sachin Agarwal, Florian Metze, Robert Wetzker, Milena Ilic, Sahin Albayrak |
| 2007 | SMC | A new evaluation measure for information retrieval systems. | Martin Mehlitz, Christian Bauckhage, Jrme Kunegis, Sahin Albayrak |
| 2007 | SSS | Decentralized Detector Generation in Cooperative Intrusion Detection Systems. | Rainer Bye, Katja Luther, Seyit Ahmet amtepe, Tansu Alpcan, Sahin Albayrak, Blent Yener |
| 2006 | CRITIS | Intelligent Network-Based Early Warning Systems. | Karsten Bsufka, Olaf Kroll-Peters, Sahin Albayrak |
| 2006 | GI | Bridging the Gap between Model and Design of User Interfaces. | Sebastian Feuerstack, Marco Blumendorf, Sahin Albayrak |
| 2006 | MODELS | Event-based Synchronization of Model-Based Multimodal User Interfaces. | Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak |
| 2006 | SEKE | Mobility-based Runtime Load Balancing in Multi-Agent Systems. | Jan Stender, Silvan Kaiser, Sahin Albayrak |
| 2006 | TridentCom | Testbed for mobile network operator scenarios. | Frank Steuer, Muslim Elkotob, Sahin Albayrak, A. Steinbach |
| 2005 | EUC | A Churn-Resistant Strategy for a Highly Reliable P2P System. | Giscard Wepiw, Sahin Albayrak |
| 2005 | FlAIRS | Response Time Aware Coordination in Multi Agent Filtering Framework. | Sahin Albayrak, Dragan Milosevic |
| 2005 | ICMLC | Strategy Coordination Approach for Safe Learning About Novel Filtering Strategies in Multi Agent Framework. | Sahin Albayrak, Dragan Milosevic |
| 2005 | SAC | Agent technology for personalized information filtering: the PIA-system. | Sahin Albayrak, Stefan Wollny, Nicolas Varone, Andreas Lommatzsch, Dragan Milosevic |
| 2004 | CEC | Reinforcement learning for procurement agents of factory of the future. | Burak Simsek, Sahin Albayrak, Alexander Korth |
| 1998 | TACAS | Agent-Based Data Services in Future IN-Platforms. | Sahin Albayrak, Jens Meinkhn |
| 1993 | KI | Kommunikation, Koordination und Kooperation in Mehragenten Systemen. | Kurt Sundermeyer, Sahin Albayrak |
| 1992 | GI | Verteilte kooperierende wissensbasierte Systeme in der Fertigungssteuerung. | Sahin Albayrak, Hermann Krallmann |