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Persoonlijk profiel

Research profile

Johan Lukkienis a Full Professor in the section Security and Embedded Networked Systems (SENS) at the Department of Mathematics and Computer Science, Eindhoven University of Technology (TU/e).Since 2002 he, has beenChair of the System Architecture and Networking Research within SENS. Key areas of expertise include probability theory, statistics, software, algorithms, control systems, resource constrained systems, real-time systems and system architecture 

Until 2000, Johan wasprimarily involved in large-scale simulations in physics and chemistry. Since 2000, his research focus has shifted to the application domain of networked resource-constrained embedded systems with a focus on architecture and protocols. Contributions of the SAN group are in the area of component-based middleware for resource-constrained devices, distributed coordination, Quality of Service in networked systems and schedulability analysis in real-time systems.

Academic background

Johan Lukkien received his MSc and PhD from Groningen University in the Netherlands. In 1991 he joined Eindhoven University after a two-year leave at the California Institute of Technology.  

Johan is scientific director of the PDENG program in Software Technology, a post-master training program in Software Engineering and Software processes. It is an important connection with the industry in the Eindhoven area.He is also the scientific director ofEIRICT (Eindhoven Insititute for Research on ICT) a virtual organization to stimulate ICT research, and Chair of the Education Committee Automotive Technology Master.

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Onderzoeksoutput 1987 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
Internet
Cluster Analysis
Learning
Servers

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
Specifications
Internet of things
Stakeholders
2 Citaties (Scopus)

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

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, blz. 1005-1016 12 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Cognitive systems
Learning algorithms
Learning systems
Lighting
Decision making

Supervised two-stage transfer learning on imbalanced dataset for sport classification

Bi, T., Jarnikov, D. & Lukkien, J., 1 jan 2019, Image Analysis and Processing – ICIAP 2019 - 20th International Conference, Proceedings. Ricci, E., Sebe, N., Rota Bulò, S., Snoek, C., Lanz, O. & Messelodi, S. (redactie). Cham: Springer, blz. 356-366 11 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11751 LNCS)

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Transfer Learning
Sports
Smoothing
Content Analysis
Shortage

Prijzen

Best Paper Award of the 2012 IARIA 1st International Conference on Advances in Vehicular Systems (VEHICULAR)

T. Batsuuri (Ontvanger), Reinder Bril (Ontvanger) & Johan Lukkien (Ontvanger), jun 2012

Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

Bestand
Communication

Outstanding paper award RTNS 2016

Jingyue Cao (Ontvanger), Pieter Cuijpers (Ontvanger), Reinder Bril (Ontvanger) & Johan Lukkien (Ontvanger), okt 2016

Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

Bestand
Ethernet

Activiteiten 2001 2001

  • 1 Consultancy

Architecturen voor embedded Internet

Johan Lukkien (Adviseur)
2001

Activiteit: Types adviesConsultancyProfessioneel

Cursussen

Internet of things

1/09/15 → …

Cursus

OGO Internet of Things

1/09/17 → …

Cursus

Pers/media

Johan Lukkien dean of Mathematics and Computer Science

Johan Lukkien

23/03/17

1 item van media-aandacht

Pers / media: Vakinhoudelijk commentaar

TU/e professor Johan Lukkien becomes dean of Mathematics and Computer Science

Johan Lukkien

23/03/17

1 item van media-aandacht

Pers / media: Vakinhoudelijk commentaar

Scriptie

6LoWPAN: IPv6 for battery-less building networks

Auteur: Abbasi, N., 31 aug 2009

Begeleider: Lukkien, J. (Afstudeerdocent 1), van der Stok, P. (Afstudeerdocent 2), Geilen, M. (Afstudeerdocent 2) & Verhoeven, P. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand

Adaptivity in software architecture

Auteur: van der Sijpt, A. F., 31 aug 2007

Begeleider: Lukkien, J. (Afstudeerdocent 1) & Offermans, M. (Externe persoon) (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand

Advanced connection management

Auteur: Wu, L., 31 aug 2004

Begeleider: Verhoeven, P. (Afstudeerdocent 1), Lukkien, J. (Afstudeerdocent 2) & de Lange, A. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

Advanced ultrasound beam forming using GPGPU technology

Auteur: van Bavel, Y., 30 nov 2013

Begeleider: Corporaal, H. (Afstudeerdocent 1), van den Braak, G. (Afstudeerdocent 2), Lukkien, J. (Afstudeerdocent 2) & Brands, P. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

Bestand

A framework for supporting distributed video content applications

Auteur: van Langen, K. & Opdam, M., 31 mei 2010

Begeleider: Lukkien, J. (Afstudeerdocent 1), Mak, R. (Afstudeerdocent 2) & Orlic, B. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand