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Persoonlijk profiel


“In the Internet of Things era, where tiny networked embedded devices support tasks of humans by organizing themselves into a smart space that is Internet-enabled, ubiquitous smart interaction as was originally envisioned by Mark Weiser is becoming a reality.”

Research profile

Tanir Ozcelebi is an Assistant Professor in the Department of Mathematics and Computer Science at Eindhoven University of Technology (TU/e). His main research interests are life-cycle management for resource-constrained embedded devices, architecture development for smart spaces and Internet of Things, as well as resource and QoS management and data analytics for networked services. In more detail, his research interests cover the following areas:  

    Defining and enhancing life-cycles of networks of resource-constrained embedded devices

    Architectures for resource management, QoS management and data analytics 

    Smart spaces, Internet of Things (smart lighting in as application),

    Data analytics in Internet of Things and smart spaces context.

Tanir is currently involved in the following projects:

    Secure Connected Trustable Things (SCOTT)

    Mathematical Optimizations for Human Centric Lighting (Optilight)

    Open Architectures for Intelligent Lighting Systems (OpenAIS)

Academic background

Tanir Ozcelebi received his PhD in Electrical Engineering from Koc University, Istanbul in 2006. In 2006, he joined the System Architecture and Networking Research (SAN) group at TU/e as a postdoctoral researcher. Since 2013, Tanir has been research program manager for the Bright Environments research program of TU/e Intelligent Lighting Institute. At TU/e he is also a core team member of the Internet of Things research program of the Data Science Center Eindhoven (DSC/e), Chairman of the Educational Committee Bachelor Computer Science and member of the TU/e wide Joint Program Committee.

He is also guest editor for the Energies Journal and co-organizer for the Smart Lighting Environments: Sensing and Control (SLESC) special session of the IEEE International Conference on Networking, Sensing and Control and of the Workshop on Ambient Intelligence Infrastructures. Tanir has also been a TPC member of a wide range of events, including the IEEE/IPSJ International Symposium on Applications and the Internet and the International Workshop on Self-managing Solutions for Smart Environments.


Vingerafdruk Duik in de onderzoeksthema's waar Tanir Özçelebi actief is. Deze onderwerplabels komen voort uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.

Lighting Engineering en materiaalwetenschappen
Interoperability Engineering en materiaalwetenschappen
Learning systems Engineering en materiaalwetenschappen
Consumer electronics Engineering en materiaalwetenschappen
Learning algorithms Engineering en materiaalwetenschappen
Semantics Engineering en materiaalwetenschappen
Availability Engineering en materiaalwetenschappen
Heterogeneous networks Engineering en materiaalwetenschappen

Netwerk Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.

Projecten 2016 2020


Linnartz, J., Bonarius, J., de Kort, Y., Smolders, K., Vogels, I., Peeters, S., Dangol, R., Kruisselbrink, T., Ozcelebi, T., Eijkemans, C., Vereggen - Tielemans, T., Vereggen - Tielemans, T., de Kort, Y. & Hegh, L.


Project: Onderzoek direct

Onderzoeksoutput 2004 2019

Deep reinforcement learning for IoT network dynamic clustering in edge computing

Liu, Q., Cheng, L., Ozcelebi, T., Murphy, J. & Lukkien, J., 1 mei 2019, Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019. Piscataway: Institute of Electrical and Electronics Engineers, blz. 600-603 4 blz. 8752691

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Reinforcement learning
Cluster Analysis

Designing IoT systems: patterns and managerial conflicts

Rahman, L. F., Ozcelebi, T. & Lukkien, J. J., 1 mrt 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019. Piscataway: Institute of Electrical and Electronics Engineers, blz. 542-548 7 blz. 8730573

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Life cycle
Systems analysis
Internet of things

Model adaptation and personalization for physiological stress detection

Saeed, A., Ozcelebi, T., Lukkien, J., van Erp, J. & Trajanovski, S., 31 jan 2019, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (redactie). Piscataway: Institute of Electrical and Electronics Engineers, blz. 209-216 8 blz. 8631447

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Multi-task Learning
Driving Simulator
Heart Rate

Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems

Gopalakrishna, A. K., Ozcelebi, T., Lukkien, J. J. & Liotta, A., 1 nov 2019, In : Future Generation Computer Systems. 100, blz. 1005-1016 12 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Cognitive systems
Learning algorithms
Learning systems
Decision making


Computer networks and security

1/09/13 → …


ES - Embedded Networking

1/09/15 → …


Internet of things

1/09/15 → …


Operating systems

1/09/13 → …



An experimental study of human action recognition system using machine learning

Auteur: Bi, T., 31 aug 2016

Begeleider: Ozcelebi, T. (Afstudeerdocent 1) & Sekulovski, D. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master


A secure communication model for the pacemaker: a balance between security mechanisms and emergency access

Auteur: Ibrahimi, S., 31 aug 2014

Begeleider: Zannone, N. (Afstudeerdocent 1), Ozcelebi, T. (Afstudeerdocent 2) & Slobbe, J. (Afstudeerdocent 2)

Scriptie/masterproef: Master


Beacon synchronization for indoor positioning

Auteur: Qiu, Y., 31 aug 2017

Begeleider: Ozcelebi, T. (Afstudeerdocent 1), Verhoeven, P. (Afstudeerdocent 2), van Beek, J. (Externe persoon) (Externe coach) & Le Phan, K. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master


Complexity scalable motion estimation control for H.264/AVC

Auteur: Huijbers, E., 31 aug 2009

Begeleider: Bril, R. (Afstudeerdocent 1) & Ozcelebi, T. (Afstudeerdocent 2)

Scriptie/masterproef: Master


Configuration of ambient environments by speech

Auteur: Wielinga, N., 25 jun 2018

Begeleider: van den Brand, M. (Afstudeerdocent 1), Ozcelebi, T. (Afstudeerdocent 2), Barosan, I. (Afstudeerdocent 2) & van Rossum, A. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master