If you made any changes in Pure these will be visible here soon.

Personal profile

Quote

“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.

Fingerprint Dive into the research topics where Tanir Özçelebi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Lighting Engineering & Materials Science
Interoperability Engineering & Materials Science
Learning systems Engineering & Materials Science
Consumer electronics Engineering & Materials Science
Learning algorithms Engineering & Materials Science
Semantics Engineering & Materials Science
Availability Engineering & Materials Science
Heterogeneous networks Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2016 2020

OptiLight

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.

1/11/1631/10/20

Project: Research direct

Research Output 2004 2019

Deep reinforcement learning for IoT network dynamic clustering in edge computing

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

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Reinforcement learning
Internet
Cluster Analysis
Learning
Servers

Designing IoT systems: patterns and managerial conflicts

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

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Life cycle
Systems analysis
Specifications
Internet of things
Stakeholders

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. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 209-216 8 p. 8631447

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Personalization
Multi-task Learning
Driving Simulator
Target
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, p. 1005-1016 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Cognitive systems
Learning algorithms
Learning systems
Lighting
Decision making

A formalization of computational trust

Guven, C., Holenderski, M., Ozcelebi, T. & Lukkien, J., 16 Jan 2018, Joint 13th CTTE and 10th CMI Conference on Internet of Things - Business Models, Users, and Networks. Piscataway: Institute of Electrical and Electronics Engineers, Vol. 2018-January, 8 p. 8260936

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Social sciences
Computer science
Industry
Formalization
Trust model

Courses

Computer networks and security

1/09/13 → …

Course

Internet of things

1/09/15 → …

Course

Operating systems

1/09/13 → …

Course

Student theses

An experimental study of human action recognition system using machine learning

Author: Bi, T., 31 Aug 2016

Supervisor: Ozcelebi, T. (Supervisor 1) & Sekulovski, D. (External person) (External coach)

Student thesis: Master

File

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

Author: Ibrahimi, S., 31 Aug 2014

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

Student thesis: Master

File

Beacon synchronization for indoor positioning

Author: Qiu, Y., 31 Aug 2017

Supervisor: Ozcelebi, T. (Supervisor 1), Verhoeven, P. (Supervisor 2), van Beek, J. (External person) (External coach) & Le Phan, K. (External person) (External coach)

Student thesis: Master

File

Complexity scalable motion estimation control for H.264/AVC

Author: Huijbers, E., 31 Aug 2009

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

Student thesis: Master

File

Configuration of ambient environments by speech

Author: Wielinga, N., 25 Jun 2018

Supervisor: van den Brand, M. (Supervisor 1), Ozcelebi, T. (Supervisor 2), Barosan, I. (Supervisor 2) & van Rossum, A. (External person) (External coach)

Student thesis: Master

File