Sahin Albayrak

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 113

Top Venues

Publications

Aray Karjauv, Sahin Albayrak
LaFAM: Unsupervised Feature Attribution with Label-free Activation Maps. CoRR (2024)
Benjamin Acar, Martin Berger, Marc Guerreiro Augusto, Tobias Küster, Fikret Sivrikaya, Sahin Albayrak
An Agent-Based Data Acquisition Pipeline for Image Data. IEEE Access 12 (2024)
Benjamin Acar, Tobias Küster, Oskar F. Kupke, Robert K. Strehlow, Marc Guerreiro Augusto, Fikret Sivrikaya, Sahin Albayrak
OPACA: Toward an Open, Language- and Platform-Independent API for Containerized Agents. IEEE Access 12 (2024)
Marc Guerreiro Augusto, Jonas Benjamin Krug, Benjamin Acar, Fikret Sivrikaya, Sahin Albayrak
. IV (2024)
Pedram Babakhani, Andreas Lommatzsch, Torben Brodt, Doreen Sacker, Fikret Sivrikaya, Sahin Albayrak
Opinerium: Subjective Question Generation Using Large Language Models. IEEE Access 12 (2024)
Marc Guerreiro Augusto, Benjamin Acar, Andrea Carolina Soto, Fikret Sivrikaya, Sahin Albayrak
Driving into the future: a cross-cutting analysis of distributed artificial intelligence, CCAM and the platform economy. Auton. Intell. Syst. 4 (1) (2024)
Moussa Kassem Sbeyti, Michelle Karg, Christian Wirth, Nadja Klein, Sahin Albayrak
Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection. CoRR (2024)
Umuralp Kaytaz, Saba Ahmadian, Fikret Sivrikaya, Sahin Albayrak
Graph Neural Network for Digital Twin-enabled Intelligent Transportation System Reliability. COINS (2023)
Dominik Ascher, Georg Hackenberg, Sahin Albayrak
Model-Based Design of Integrated Transportation Systems Using Approximate Dynamic Programming. ITSC (2023)
Moussa Kassem Sbeyti, Michelle Karg, Christian Wirth, Azarm Nowzad, Sahin Albayrak
Overcoming the Limitations of Localization Uncertainty: Efficient and Exact Non-linear Post-processing and Calibration. ECML/PKDD (5) (2023)
O. Can Görür, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak
FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation. ACM Trans. Hum. Robot Interact. 12 (3) (2023)
Umuralp Kaytaz, Saba Ahmadian, Fabian Hofmann, Fikret Sivrikaya, Sahin Albayrak
Online Monte Carlo Planning with QoS Subgoals for Data Caching in ITS MEC Networks. COINS (2023)
Ogun Yurdakul, Feng Qiu, Sahin Albayrak
Predictive Prescription of Unit Commitment Decisions Under Net Load Uncertainty. ISGT (2023)
Shoujin Wang, Yan Wang, Fikret Sivrikaya, Sahin Albayrak, Vito Walter Anelli
Data science for next-generation recommender systems. Int. J. Data Sci. Anal. 16 (2) (2023)
Moussa Kassem Sbeyti, Michelle Karg, Christian Wirth, Azarm Nowzad, Sahin Albayrak
Overcoming the Limitations of Localization Uncertainty: Efficient & Exact Non-Linear Post-Processing and Calibration. CoRR (2023)
Mustafa Cagatay Kocer, Ahmet Onen, Jaesung Jung, Hakan Gultekin, Sahin Albayrak
Optimal Location and Sizing of Electric Bus Battery Swapping Station in Microgrid Systems by Considering Revenue Maximization. IEEE Access 11 (2023)
Weijia Shao, Sahin Albayrak
Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives. CoRR (2022)
Weijia Shao, Fikret Sivrikaya, Sahin Albayrak
Optimistic Optimisation of Composite Objective with Exponentiated Update. CoRR (2022)
Weijia Shao, Fikret Sivrikaya, Sahin Albayrak
Adaptive Stochastic Optimisation of Nonconvex Composite Objectives. CoRR (2022)
Weijia Shao, Sahin Albayrak
Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives. LOD (1) (2022)
Ogun Yurdakul, Erik Ela, Sahin Albayrak
Flexible Ramping Product Procurement in Day-Ahead Markets. CoRR (2022)
Weijia Shao, Fikret Sivrikaya, Sahin Albayrak
Optimistic optimisation of composite objective with exponentiated update. Mach. Learn. 111 (12) (2022)
Umuralp Kaytaz, Fikret Sivrikaya, Sahin Albayrak
Competitive Learning for Unsupervised Anomaly Detection in Intelligent Transportation Systems. ICC (2022)
Thomas Geithner, Fikret Sivrikaya, Sahin Albayrak
Joint Link Rate Selection and Adaptive Forward Error Correction for High-Rate Wireless Multicast. IEEE Open J. Commun. Soc. 3 (2022)
Marcus Voss, Jan F. Heinekamp, Sabine Krutzsch, Friedrich Sick, Sahin Albayrak, Kai Strunz
Generalized Additive Modeling of Building Inertia Thermal Energy Storage for Integration Into Smart Grid Control. IEEE Access 9 (2021)
Umuralp Kaytaz, Fikret Sivrikaya, Sahin Albayrak
Hierarchical Deep Reinforcement Learning based Dynamic RAN Slicing for 5G V2X. GLOBECOM (2021)
O. Can Görür, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak
FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation. CoRR (2021)
Mustafa Cagatay Kocer, Ogun Yurdakul, Sahin Albayrak
Optimal Scheduling of Battery Swapping Stations for Electric Public Transportation. ISGT-Europe (2021)
Cagdas Esiyok, Ayhan Askin, Aliye Tosun, Sahin Albayrak
Novel hands-free interaction techniques based on the software switch approach for computer access with head movements. Univers. Access Inf. Soc. 20 (3) (2021)
Mathias Wilhelm, Daniel Krakowczyk, Sahin Albayrak
PeriSense: Ring-Based Multi-Finger Gesture Interaction Utilizing Capacitive Proximity Sensing. Sensors 20 (14) (2020)
Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak
Ring-based finger tracking using capacitive sensors and long short-term memory. IUI (2020)
Cagdas Esiyok, Ayhan Askin, Aliye Tosun, Sahin Albayrak
Software switches: novel hands-free interaction techniques for quadriplegics based on respiration-machine interaction. Univers. Access Inf. Soc. 19 (2) (2020)
Ogun Yurdakul, Fikret Sivrikaya, Sahin Albayrak
A Distributionally Robust Optimization Approach for Unit Commitment in Microgrids. CoRR (2020)
Ogun Yurdakul, Fatih Eser, Fikret Sivrikaya, Sahin Albayrak
Very Short-Term Power System Frequency Forecasting. IEEE Access 8 (2020)
Pengchao Wei, Samira Vogt, Danyang Wang, Raul Elizondo Gonzalez, Ogun Yurdakul, Sahin Albayrak
A Novel Energy Management System for Cruise Ships Including Forecasting via LSTM. ISGT-Europe (2020)
Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak
Demonstration of Finger Tracking Using Capacitive Sensing with a Ring. IUI Companion (2020)
Jan Timo Meyer, Louis-André Agrofoglio, Joris Clement, Qiyi Liu, Ogun Yurdakul, Sahin Albayrak
Multi-Objective Residential Electricity Scheduling Based on Forecasting Generation and Demand via LSTM. ISGT-Europe (2020)
Ogun Yurdakul, Andreas Meyer, Fikret Sivrikaya, Sahin Albayrak
Forecasting Daily Primary Three-Hour Net Load Ramps in the CAISO System. CoRR (2020)
Marius Montebaur, Mathias Wilhelm, Axel Hessler, Sahin Albayrak
A Gesture Control System for Drones Used with Special Operations Forces. HRI (Companion) (2020)
Lisette ten Boske, Tobias Gunneberg, Jonathan Rau, Ogun Yurdakul, Sahin Albayrak
A Novel Energy Management System for Solar Electric Vehicles. ISGT-Europe (2020)
Fikret Sivrikaya, Sahin Albayrak, Defu Lian
International Workshop on Model Selection and Parameter Tuning in Recommender Systems. CIKM (2019)
Elif Eryilmaz, Manzoor Ahmed Khan, Frank Trollmann, Sahin Albayrak
Adaptive Service Selection for Enabling the Mobility of Autonomous Vehicles. AmI (2019)
Thomas Buechler, Fabian Pagel, Thibault Petitjean, Mahmoud Draz, Sahin Albayrak
Optimal Energy Supply Scheduling for a Single Household: Integrating Machine Learning for Power Forecasting. ISGT Europe (2019)
Elif Eryilmaz, Frank Trollmann, Sahin Albayrak
Quality-aware Service Selection Approach for Adaptive Context Recognition in IoT. IOT (2019)
Christopher-Eyk Hrabia, Patrick Marvin Lehmann, Sahin Albayrak
Increasing Self-Adaptation in a Hybrid Decision-Making and Planning System with Reinforcement Learning. COMPSAC (1) (2019)
Christopher-Eyk Hrabia, Axel Hessler, Yuan Xu, Jacob Seibert, Jan Brehmer, Sahin Albayrak
EffFeu Project: Towards Mission-Guided Application of Drones in Safety and Security Environments. Sensors 19 (4) (2019)
O. Can Görür, Benjamin Rosman, Sahin Albayrak
Anticipatory Bayesian Policy Selection for Online Adaptation of Collaborative Robots to Unknown Human Types. AAMAS (2019)
Lara-Sophie Christmann, Claudia Offel, Luisa Rahn, Nikhil Singh, Lucie Géhin, Gai Hang, Asma Safaya, Mahmoud Draz, Sahin Albayrak
A Framework for Integrating Intelligent Mobile Energy Storage into Energy Distribution Systems. ISGT Europe (2019)
O. Can Görür, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak
Social Cobots: Anticipatory Decision-Making for Collaborative Robots Incorporating Unexpected Human Behaviors. HRI (2018)
Doruk Sahinel, Cem Akpolat, Fikret Sivrikaya, Sahin Albayrak
An agent-based network resource management concept for smart city services. WONS (2018)
Marcus Vos, Asmaa Haja, Sahin Albayrak
Adjusted Feature-Aware k-Nearest Neighbors: Utilizing Local Permutation-Based Error for Short-Term Residential Building Load Forecasting. SmartGridComm (2018)
Marcus Voß, Christian Bender-Saebelkampf, Sahin Albayrak
Residential Short-Term Load Forecasting Using Convolutional Neural Networks. SmartGridComm (2018)
Christopher-Eyk Hrabia, Axel Hessler, Yuan Xu, Jan Brehmer, Sahin Albayrak
EffFeu project: Efficient Operation of Unmanned Aerial Vehicles for Industrial Fire Fighters. DroNet@MobiSys (2018)
Marcus Voß, Mathias Wilhelm, Sahin Albayrak
Application Independent Flexibility Assessment and Forecasting for Controlled EV Charging. SMARTGREENS (2018)
Christopher-Eyk Hrabia, Patrick Marvin Lehmann, Nabil Battjbuer, Axel Hessler, Sahin Albayrak
Applying robotic frameworks in a simulated multi-agent contest - TUBDAI team description multi-agent programming contest 2017. Ann. Math. Artif. Intell. 84 (1-2) (2018)
Elif Eryilmaz, Frank Trollmann, Sahin Albayrak
An Architecture for Dynamic Context Recognition in an Autonomous Driving Testing Environment. SOCA (2018)
Christopher-Eyk Hrabia, Marco Lützenberger, Sahin Albayrak
Towards adaptive multi-robot systems: self-organization and self-adaptation. Knowl. Eng. Rev. 33 (2018)
Michael Meder, Till Plumbaum, Aleksander Raczkowski, Brijnesh J. Jain, Sahin Albayrak
Gamification in E-Commerce: Tangible vs. Intangible Rewards. MindTrek (2018)
Frank Trollmann, Johannes Fähndrich, Sahin Albayrak
Hybrid adaptation policies: towards a framework for classification and modelling of different combinations of adaptation policies. SEAMS@ICSE (2018)
Elena Viorica Epure, Benjamin Kille, Jon Espen Ingvaldsen, Rébecca Deneckère, Camille Salinesi, Sahin Albayrak
Recommending Personalized News in Short User Sessions. RecSys (2017)
Michael Meder, Till Plumbaum, Sahin Albayrak
A Primer on Data-Driven Gamification Design. DDGD@MindTrek (2017)
Andreas Lommatzsch, Benjamin Kille, Sahin Albayrak
Incorporating context and trends in news recommender systems. WI (2017)
Doruk Sahinel, Cem Akpolat, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak
Beyond 5G Vision for IOLITE Community. IEEE Commun. Mag. 55 (1) (2017)
Christopher-Eyk Hrabia, Tanja Katharina Kaiser, Sahin Albayrak
Combining Self-Organisation with Decision-Making and Planning. EUMAS/AT (2017)
Felix Lorenz, Jing Yuan, Andreas Lommatzsch, Mu Mu, Nicholas J. P. Race, Frank Hopfgartner, Sahin Albayrak
Countering Contextual Bias in TV Watching Behavior: Introducing Social Trend as External Contextual Factor in TV Recommenders. TVX (2017)
Fikret Sivrikaya, Manzoor Ahmed Khan, Cem Bila, Sahin Albayrak
Reciprocal impact of autonomous vehicles and network resource management. VNC (2017)
Andreas Lommatzsch, Florian Bütow, Danuta Ploch, Sahin Albayrak
Towards the Automatic Sentiment Analysis of German News and Forum Documents. I4CS (2017)
Elena Viorica Epure, Benjamin Kille, Jon Espen Ingvaldsen, Rébecca Deneckère, Camille Salinesi, Sahin Albayrak
Modeling the Dynamics of Online News Reading Interests. UMAP (2017)
Frank Trollmann, Sahin Albayrak
Decision Points for Non-determinism in Concurrent Model Synchronization with Triple Graph Grammars. ICMT (2017)
Cem Bila, Fikret Sivrikaya, Manzoor Ahmed Khan, Sahin Albayrak
Vehicles of the Future: A Survey of Research on Safety Issues. IEEE Trans. Intell. Transp. Syst. 18 (5) (2017)
Cem Akpolat, Doruk Sahinel, Fikret Sivrikaya, Grzegorz Lehmann, Sahin Albayrak
CHARIOT: An IoT Middleware for the Integration of Heterogeneous Entities in a Smart Urban Factory. FedCSIS (Position Papers) (2017)
Esra Acar, Frank Hopfgartner, Sahin Albayrak
A comprehensive study on mid-level representation and ensemble learning for emotional analysis of video material. Multim. Tools Appl. 76 (9) (2017)
Nils Masuch, Tobias Küster, Johannes Fähndrich, Marco Lützenberger, Sahin Albayrak
A Multi-Agent Platform for Augmented Reality based Product-Service Systems. AAMAS (2017)
Sebastian Ahrndt, Sahin Albayrak
Learning About Human Personalities. MATES (2017)
Benjamin Kille, Sahin Albayrak
On the Decaying Utility of News Recommendation Models. RecTemp@RecSys (2017)
Michael Strasser, Nico Weiner, Sahin Albayrak
Individual Service Clearing as a Business Service: A Capable Reference Solution for B2B Mobility Marketplaces. CLOSER (2) (2016)
Sebastian Ahrndt, Frank Trollmann, Johannes Fähndrich, Sahin Albayrak
Personality and Agents: Formalising State and Effects. MATES (2016)
Esra Acar, Frank Hopfgartner, Sahin Albayrak
Breaking down violence detection: Combining divide-et-impera and coarse-to-fine strategies. Neurocomputing 208 (2016)
Michael Strasser, Sahin Albayrak
The Current Situation and Future Trends of Marketplaces for Mobility Services: Findings From Qualitative Expert Interviews. SMARTGREENS (2016)
Michael Strasser, Sahin Albayrak
Towards Outsourced and Individual Service Consumption Clearing in Connected Mobility Solutions. CLOSER (Selected Papers) (2016)
Michael Strasser, Sahin Albayrak
A pattern based feasibility study of cloud computing for Smart Mobility solutions. RNDM (2016)
Michael Meder, Till Plumbaum, Sahin Albayrak
Learning Gamification Design - An Usability First Approach for the Enterprise Infoboard Experiment. GamifIR@SIGIR (2016)
Frank Trollmann, Sahin Albayrak
Extending Model Synchronization Results from Triple Graph Grammars to Multiple Models. ICMT (2016)
Michael Strasser, Nico Weiner, Sahin Albayrak
Interactions in Service Provisioning Systems for Smart City Mobility Services. CLOSER (1) (2016)
Tobias Küster, Axel Heßler, Sahin Albayrak
Process-oriented modelling, creation, and interpretation of multi-agent systems. Int. J. Agent Oriented Softw. Eng. 5 (2/3) (2016)
Sebastian Ahrndt, Johannes Fähndrich, Sahin Albayrak
Human-agent teamwork: what is predictability, why is it important? SAC (2016)
Michael Strasser, Daniel Mauser, Sahin Albayrak
Mitigating traffic problems by integrating smart parking solutions into an interconnected ecosystem. ISCC (2016)
Marco Lützenberger, Sahin Albayrak
Engineering iot applications by means of software technology and computer-aided simulation (WIP). SummerSim (2016)
Michael Strasser, Nico Weiner, Sahin Albayrak
Outsourced invoice service: Service-clearing as SaaS in mobility service marketplaces. NOMS (2016)
Marc Halbrügge, Michael Quade, Klaus-Peter Engelbrecht, Sebastian Möller, Sahin Albayrak
Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. UbiComp (2016)
Sebastian Ahrndt, Sahin Albayrak
Joint Human-Agent Activities: Challenges and Definition. MATES (2016)
Marco Lützenberger, Sahin Albayrak
A generic simulation model for strategic level driver behavior. SummerSim (2015)
Marco Lützenberger, Nils Masuch, Tobias Küster, Daniel Freund, Marcus Voß, Christopher-Eyk Hrabia, Denis Pozo, Johannes Fähndrich, Frank Trollmann, Jan Keiser, Sahin Albayrak
A common approach to intelligent energy and mobility services in a smart city environment. J. Ambient Intell. Humaniz. Comput. 6 (3) (2015)
Michael Strasser, Nico Weiner, Sahin Albayrak
The potential of interconnected service marketplaces for future mobility. Comput. Electr. Eng. 45 (2015)
Christopher-Eyk Hrabia, Tobias Küster, Marcus Voß, Francisco Denis Pozo Pardo, Sahin Albayrak
Adaptive Multi-stage Optimisation for EV Charging Integration into Smart Grid Control. PRIMA (2015)
Christopher-Eyk Hrabia, Nils Masuch, Sahin Albayrak
A Metrics Framework for Quantifying Autonomy in Complex Systems. MATES (2015)
Johannes Fähndrich, Sebastian Ahrndt, Sahin Albayrak
Self-Explanation through Semantic Annotation: A Survey. FedCSIS (Position Papers) (2015)
Frank Trollmann, Sahin Albayrak
Extending Model to Model Transformation Results from Triple Graph Grammars to Multiple Models. ICMT (2015)
Till Plumbaum, Sahin Albayrak
An IR View on Lifelogging. HCI (8) (2015)
Andreas Lommatzsch, Sahin Albayrak
Real-time recommendations for user-item streams. SAC (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sahin Albayrak