Mehmet Kiraz, Fikret Sivrikaya, Sahin Albayrak
A Survey on Sensor Selection and Placement for Connected and Automated Mobility
IEEE Open Journal of Intelligent Transportation Systems, vol. 5, pp. 692-710, October 2024
2024
Abdullah Kiwan, Andreas Lommatzsch, Sahin Albayrak
Enhancing Data Accessibility: Integrating Speech-Based Interfaces with Large Language Models for Intuitive Database Queries
Proceedings of the LWDA 2024, Würzburg, Germany, September 2024
Benjamin Acar, Martin Berger, Marc G. Augusto, Tobias Küster, Fikret Sivrikaya, Sahin Albayrak
An Agent-based Data Acquisition Pipeline for Image Data
IEEE Access Journal, July 2024
Marc G. Augusto, Jonas B. Krug, Benjamin Acar, Fikret Sivrikaya, Sahin Albayrak
Debunking the Myth of High Consumption: Power Realities in Autonomous Vehicles
35th IEEE Intelligent Vehicles Symposium (IEEE IV 2024), June 2-5, 2024, Jeju Island, Korea
Pedram Babakhani, Andreas Lommatzsch, Torben Brodt, Doreen Sacker, Fikret Sivrikaya, Sahin Albayrak
Opinerium: Subjective Question Generation Using Large Language Models
IEEE Access, vol. 12, pp. 66085-66099, 2024
Marc G. 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
Journal of Autonomous Intelligent Systems, January 2024
Benjamin Acar, Tobias Küster, Oskar F. Kupke, Robert K. Strehlow, Marc G. Augusto, Fikret Sivrikaya, Sahin Albayrak
OPACA: Towards an Open, Language- and Platform-Independent API for Containerized Agents
IEEE Access, vol. 12, pp. 10012-10022, January 2024
2023
Benjamin Acar, Marc Guerreiro Augusto, Marius Sterling, Fikret Sivrikaya, Sahin Albayrak
A Survey on the Use of Container Technologies in Autonomous Driving and the Case of BeIntelli
IEEE Open Journal of Intelligent Transportation Systems, Volume 4, November 2023
Umuralp Kaytaz, Saba Ahmadian, Fikret Sivrikaya, Sahin Albayrak
Graph Neural Network for Digital Twin-enabled Intelligent Transportation System Reliability
IEEE International Conference on Omni-Layer Intelligent Systems (IEEE COINS), July 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
IEEE International Conference on Omni-Layer Intelligent Systems (IEEE COINS), July 2023
Shoujin Wang, Yan Wang, Fikret Sivrikaya, Sahin Albayrak, Vito Walter Anelli
Data science for next-generation recommender systems (Guest Editorial)
International Journal of Data Science and Analytics, June 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 Transactions on Human-Robot Interaction, Volume 12, Issue 305, pp. 1–54, May 2023
2022
Weijia Shao, Sahin Albayrak
Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives
International Conference on Machine Learning, Optimization, and Data Science (LOD), September 2022
Theodore Evans, Christian Geißler, Carl Orge Retzlaff, et al.
The Explainability Paradox: Challenges for xAI in Digital Pathology
Elsevier Future Generation Computer Systems Journal, Volume 133, August 2022, pp. 281-296, August 2022
Weijia Shao, Fikret Sivrikaya, Sahin Albayrak
Optimistic Optimisation of Composite Objective with Exponentiated Update
Springer Machine Learning Journal, August 2022
Thomas Geithner, Fikret Sivrikaya, Sahin Albayrak
Joint Link Rate Selection and Adaptive Forward Error Correction for High-Rate Wireless Multicast
IEEE Open Journal of the Communications Society, vol. 3, pp. 830-846, 2022
Umuralp Kaytaz, Fikret Sivrikaya, Sahin Albayrak
Competitive Learning for Unsupervised Anomaly Detection in Intelligent Transportation Systems
IEEE International Conference on Communications (ICC), May 2022
2021
Weijia Shao, Lukas Friedemann Radke, Fikret Sivrikaya, Sahin Albayrak
Adaptive Online Learning for the Autoregressive Integrated Moving Average Models
Mathematics, 9(13):1523, 2021
Doruk Sahinel, Cem Akpolat, Can Görür, Fikret Sivrikaya, Sahin Albayrak
Human Modeling and Interaction in Cyber-Physical Systems: A Reference Framework,
Elsevier Journal of Manufacturing Systems, Vol. 59, pp. 367-385, 2021
Umuralp Kaytaz, Fikret Sivrikaya, Sahin Albayrak
Hierarchical Deep Reinforcement Learning based Dynamic RAN Slicing for 5G V2X
IEEE Global Communications Conference (GLOBECOM), December 2021
Xuan-Thuy Dang, Ricardo Knauer, Sebastian Peters and Fikret Sivrikaya
A Converged Cloud-Fog Architecture for Future eHealth Applications,
The Sixth International Conference on Fog and Mobile Edge Computing (FMEC 2021), Gandia, Spain, December 6-9, 2021
Sebastian Peters, Fikret Sivrikaya, Xuan-Thuy Dang
SEP4CAM – A Simulative / Emulative Platform for C-V2X Application Development in Cross-Border and Cross-Domain Environments
IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), September 2021
Can Görür, Xin Yu, Fikret Sivrikaya
Integrating Predictive Maintenance in Adaptive Process Scheduling for a Safe and Efficient Industrial Process
Applied Sciences Journal, 11(11):5042, 2021
Ogün Yurdakul, Andreas Meyer, Fikret Sivrikaya, Sahin Albayrak,
Forecasting Daily Primary Three-Hour Net Load Ramps in the CAISO System
52nd North American Power Symposium, 2021
Ogün Yurdakul, Fikret Sivrikaya, Sahin Albayrak
A Distributionally Robust Optimization Approach to Unit Commitment in Microgrids
IEEE Power and Energy Society General Meeting, 2021
Xuan-Thuy Dang, Sebastian Peters, Fikret Sivrikaya
Integrated Service Discovery and Placement in Information-Centric Vehicular Network Slices
IEEE 93rd Vehicular Technology Conference (VTC’2021), April 2021
Ogün Yurdakul, Fikret Sivrikaya, Sahin Albayrak
Kullback-Leibler Divergence-Based Distributionally Robust Unit Commitment Under Net Load Uncertainty
IEEE PowerTech Madrid, 2021
2020
Jing Yuan, Christian Geissler, Weijia Shao, Andreas Lommatzsch, Brijnesh Jain
When algorithm selection meets Bi-linear Learning to Rank: accuracy and inference time trade off with candidates expansion
International Journal of Data Science and Analytics, October 2020
Ogun Yurdakul, Fatih Eser, Fikret Sivrikaya, Sahin Albayrak
Very Short-Term Power System Frequency Forecasting
IEEE Access Journal, vol. 8, pp. 141234-141245, 2020
Ogün Yurdakul, Fikret Sivrikaya, Sahin Albayrak
Quantification of the Impact of GHG Emissions on Unit Commitment in Microgrids
IEEE Power & Energy Society Transmission and Distribution Conference and Exposition: Latin America (T&D-LA), Montevideo, Uruguay, 2020
Jan Timo Meyer, Louis-Andre Agrofoglio, Joris Clement, Qiyi Liu, Ogün Yurdakul, Sahin Albayrak
Multi-Objective Residential Electricity Scheduling Based on LSTM Forecasted Generation and Demand
IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), The Hague, The Netherlands, October 2020
Lisette ten Boske, Tobias Gunneberg, Jonathan Rau, Ogun Yurdakul, Sahin Albayrak
A Novel Energy Management System for Solar Electric Vehicles
IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), The Hague, The Netherlands, October 2020
Thomas Geithner, Fikret Sivrikaya
Transmission Rate Sampling and Selection for Reliable Wireless Multicast
Wireless Communications and Mobile Computing Journal, Vol. 2020, Article ID 8850198, 22 pages, 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
IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), The Hague, The Netherlands, October 2020
Xuan-Thuy Dang, Fikret Sivrikaya
A Lightweight Policy-aware Broker for Multi-domain Network Slice Composition
IEEE 23rd Conference on Innovation in Clouds, Internet and Networks (ICIN 2020), Paris, France, pp. 123-130, February 2020
2019
Fikret Sivrikaya, Sahin Albayrak, Defu Lian
International Workshop on Model Selection and Parameter Tuning in Recommender Systems
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, pp. 2999–3000, November 2019
Doruk Sahinel, Cem Akpolat, Orhan Can Görür, Fikret Sivrikaya
Integration of Human Actors in IoT and CPS Landscape
IEEE 5th World Forum on Internet of Things (WF-IoT), Limerick, Ireland, 15-18 April 2019
Orhan Can Görür, Benjamin Rosman, Sahin Albayrak
Anticipatory Bayesian Policy Selection for Online Adaptation of Collaborative Robots to Unknown Human Types
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS’19), Montreal QC, Canada, May 13-17, 2019
Weijia Shao, Christian Geißler, Fikret Sivrikaya
Graduated Optimisation of Black-Box Functions
6th ICML Workshop on Automated ML, collocated with International Conference on Machine Learning (ICML), Long Beach, USA, June 14-15, 2019
Cagdas Esiyok and Sahin Albayrak
SITbench 1.0: A Novel Switch-Based Interaction Technique Benchmark
Journal of Healthcare Engineering, vol. 2019, Article ID 5075163, August 2019
Fikret Sivrikaya, Nizar Ben-Sassi, Xuan-Thuy Dang, O. Can Görür, and Christian Kuster
Internet of Smart City Objects: A Distributed Framework for Service Discovery and Composition
IEEE Access Journal, Vol. 7, pp. 14434-14454, 2019
Xuan-Thuy Dang, Manzoor Ahmed Khan, Fikret Sivrikaya
An Autonomous Service-Oriented Orchestration Framework for Software Defined Mobile Networks
22nd IEEE Conference on Innovation in Clouds, Internet and Networks (ICIN), Paris, France, Feb. 19-21, 2019
Cagdas Esiyok, Ayhan Askin, Aliye Tosun & Sahin Albayrak
Software switches: novel hands-free interaction techniques for quadriplegics based on respiration–machine interaction
Springer Journal of Universal Access in the Information Society, Feb. 2019
2018
Nizar Ben-Sassi, Xuan-Thuy Dang, Johannes Fähndrich, Orhan-Can Görür, Christian Kuster, Fikret Sivrikaya
Service Discovery and Composition in Smart Cities
30th International Conference on Advanced Information Systems Engineering (CAISE 2018), Tallinn, Estonia, 11-15 June 2018.
Doruk Sahinel, Cem Akpolat, Fikret Sivrikaya, Sahin Albayrak
An Agent-Based Network Resource Management Concept for Smart City Services
IEEE/IFIP Wireless On-demand Network systems and Services Conference (WONS 2018), Isola, France, 6-8 February 2018
Xuan-Thuy Dang, Manzoor Ahmed Khan, Sebastian Peters, Tobias Dorsch
Realization of Handover Management in SDNized 3GPP Architecture with Protocol Independent Forwarding
IEEE/IFIP Wireless Days Conference, Dubai, United Arab Emirates, 3-5 April, 2018
Thomas Geithner, Fikret Sivrikaya
Adaptive Reliable Multicast in 802.11 Networks
IEEE Wireless Communications and Networking Conference (WCNC 2018), Barcelona, Spain, 15-18 April 2018.
Orhan Can Görür, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak
Social Cobots: Anticipatory Decision-Making for Collaborative Robots Incorporating Unexpected Human Behaviors
ACM/IEEE International Conference on Human Robot Interaction, 2018
2017
Cem Bila, Fikret Sivrikaya, Manzoor A. Khan, Sahin Albayrak
Vehicles of the Future: A Survey of Research on Safety Issues
IEEE Transactions on Intelligent Transportation Systems, Volume:18, Issue:5, May 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
Federated Conference on Computer Science and Information Systems (FedCIS) 2017.
Doruk Sahinel, Cem Akpolat, Manzoor Ahmed Khan, Fikret Sivrikaya and Sahin Albayrak
Beyond 5G Vision for IOLITE Community
in IEEE Communications Magazine, vol. 55, no. 1, pp. 41-47, January 2017
Fikret Sivrikaya, Manzoor Ahmed Khan, Cem Bila, Sahin Albayrak
Reciprocal Impact of Autonomous Vehicles and Network Resource Management
IEEE Vehicular Networking Conference (VNC 2017), Torino, Italy, November 27-29, 2017
Christian Kuster, Nils Masuch, Fikret Sivrikaya
Toward an Interactive Mobility Assistant for Multi-Modal Transport in Smart Cities
Proceedings of 13th International Workshop on Engineering Service-Oriented Applications and Cloud Services (WESOACS), in conjunction with ICSOC, Málaga, Spain, Springer, November, 2017.
Manzoor Ahmed Khan, Sebastian Peters, Xuan Thuy Dang, Tobias Dörsch, Patrick Engelhard
On the Approaches for Efficient Mobility Management in SDNized Wireless Networks
International Conference on Communication and Networking (IEEE Comnet’17), Hammamet, Tunisia, 29 March – 1 April, 2017.
Amir Matallaoui, Nizar Ben Sassi, Fikret Sivrikaya, Ruediger Zarnekow,
Augmenting the Task of Exercise Gamification: Adoption of a New Technology for Deploying Existing Virtual Environments in Virtual Urban Exergames
21st Pacific Asia Conference on Information Systems (PACIS 2017), Langkawi, Malaysia, 16-20 July, 2017.
2016
Johannes Fähndrich, Tobias Küster, Nils Masuch
Semantic Service Management and Orchestration for Adaptive and Evolving Processes
International Journal on Advances in Internet Technology, vol. 9, no. 3&4, pp. 75-88, 2016.
Marco Lützenberger, Tobias Küster, Nils Masuch, Johannes Fähndrich, and Sahin Albayrak
Multi-Agent Systems in Practice – When Research Meets Reality
In Proceedings of the 15th International Conferences on Autonomous Agents and Multiagent Systems (AAMAS 2016), Singapore, pp. 796-805, 2016.
Kerem Kaynar, Fikret Sivrikaya
Distributed Attack Graph Generation
IEEE Transactions on Dependable and Secure Computing, vol. 13, no. 5, pp. 519-532, Sep.-Oct. 2016.
Manzoor Ahmed Khan, Xuan Thuy Dang, Sebastian Peters
Preemptive flow management in future SDNized wireless networks
Proceedings of 12th IEEE Wireless and Mobile Computing, Networking and Communications (WiMob 2016), New York, NY, USA, 17-19 October, 2016
2015
Esra Acar Celik, Marco Lützenberger, Marius Schulz
Intermodal Mobility Assistance for Megacities
In: Frank Hopfgartner, editor, Smart Information Systems, pp. 345-368, 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,
Journal of Ambient Intelligence and Humanized Computing, vol. 6, no. 3, pp. 337-350, 2015.
Manzoor Ahmed Khan, Fikret Sivrikaya
Cloud Computing – Future of the Past
In: Research and Applications in Global Supercomputing, published by IGI Global Publishers, 2015.
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
Fusion of Learned Multi-Modal Representations and Dense Trajectories for Emotional Analysis in Videos
Workshop on Content-Based Multimedia Indexing (CBMI), 2015
Jing Yuan, Fikret Sivrikaya, Frank Hopfgartner, Andreas Lommatzsch, Mu Mu
Context-aware LDA: Balancing Relevance and Diversity in TV Content Recommenders
RecsysTV Workshop, in conjunction with 9th ACM Conference on Recommender Systems, Vienna, Austria, 19 Sep. 2015
2014
Jan Keiser, Nils Masuch, Marco Lützenberger, Dennis Grunewald, Maximilian Kern, Frank Trollmann, Esra Acar Celik, Cigdem Avici Salma, Xuan-Thuy Dang,
IMA – An Adaptable and Dynamic Service Platform for Intermodal Mobility Assistance
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems (ITSC 2014), Qingdao, China, 2014.
Nils Masuch, Christian Kuster, Sahin Albayrak
Semantic Service Manager – Enabling Semantic Web Technologies in Multi-Agent Systems
In Proceedings of the Joint Workshops on Semantic Web and Big Data Technologies, INFORMATIK’14, Stuttgart, Germany, 22-26 Sep. 2014.
Jing Yuan, Frank Hopfgartner, Fikret Sivrikaya, Stefan Marx
When to recommend What? A survey on the role of context factors in IP-based TV Services
In: MindTheGap’14 Workshop, colocated with iConference’14, Berlin, Germany, 2014. (Best Paper Award)
Rute Sofia, Paulo Mendes, Huiling Zhu, Alessandro Bogliolo, Fikret Sivrikaya, Paolo Di Francesco
User-centric Networking: Cooperation in Wireless Networks
Springer Book on COST-WiNeMO (Wireless Networking for Moving Objects), 2014
Jing Yuan, Frank Hopfgartner, Fikret Sivrikaya, Stefan Marx
When to recommend What? A survey on the role of context factors in IP-based TV Services
In: MindTheGap’14 Workshop, colocated with iConference’14, Berlin, Germany, 2014. (Best Paper Award)
Sofiane Imadali, Arnaud Kaiser, Fikret Sivrikaya, Nadim El Sayed, Michael Boc, Witold Klaudel, Alexandru Petrescu, Vèronique Vèque
A Review of Network Mobility Protocols For Fully Electrical Vehicles Services
IEEE Intelligent Transportation Systems Magazine, vol. 6, no. 3 , Fall 2014
Till Plumbaum, Sascha Narr, Elif Eryilmaz, Frank Hopfgartner, Funda Klein-Ellinghaus, Anna Reese, and Sahin Albayrak
Providing Multilingual Access to Health-Related Content
25th European Medical Informatics Conference (MIE 2014), Istanbul, Turkey, 1-3 Sep. 2014
Cagri Yilmaz, Sahin Albayrak, Marco Lützenberger
Smart Grid Architectures and the Multi-Agent System Paradigm
In Proceedings of the 4th International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, Chamonix, France, pp. 90-95, 2014.
Cagri Yilmaz, Sahin Albayrak, Marco Lützenberger
Smart Grid Architectures and the Multi-Agent System Paradigm
In Proceedings of the 4th International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, Chamonix, France, pp. 90-95, 2014.
2013
Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak
Detecting Violent Content in Hollywood Movies by Mid-level Audio Representations
Workshop on Content-Based Multimedia Indexing (CBMI), 2013.
Manzoor Ahmed Khan, Fikret Sivrikaya
Agent based autonomic network control and management
IEEE Wireless Communications and Networking Conference (IEEE WCNC), Shanghai, China, 7-10 April 2013.
Nils Masuch, Marco Lützenberger, Jan Keiser, and Sahin Albayrak
An Open Extensible Platform for Intermodal Mobility Assistance
Elsevier Procedia Computer Science, vol. 19, pp. 396-403, 2013.
Esra Acar
Learning representations for affective video understanding
In Proceedings of the 21st ACM international conference on Multimedia (MM ’13). ACM, New York, NY, USA, pp. 1055-1058, 2013.
2012
Esra Acar, Tobias Senst, Alexander Kuhn, Ivo Keller, Holger Theisel, Sahin Albayrak, Thomas Sikora
Human Action Recognition using Lagrangian Descriptors
IEEE International Workshop on Multimedia Signal Processing, Banff, Canada, 17-19 Sep. 2012
Seyit Ahmet Camtepe, Karsten Bsufka, Leonhard Hennig, Cihan Simsek and Sahin Albayrak
A Framework for Automated Identification of Attack Scenarios on IT Infrastructures
In: PIK – Praxis Der Informationsverarbeitung und Kommunikation, vol. 35, no. 1, pp. 25-31, 2012.
