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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

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

Journal of Autonomous Intelligent Systems, 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

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

Journal of Universal Access in the Information Society, 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.