Zilverling

dr. O. Durmaz - Incel PhD (Özlem)

Universitair hoofddocent
EEMCS-CS-PS
Zilverling 5001
ozlem.durmaz@utwente.nl
+31534893545
Visitekaartje

Expertises

  • Computer Science

    • Activity Recognition
    • Online Activity
    • Human Activity Recognition
    • Gesture Recognition
    • Resource Consumption

  • Earth and Planetary Sciences

    • Recognition
    • Human Activity
    • Mobile Phone

Organisaties

Publicaties

2025

Underspecification of transformers in indoor localization and indoor navigation (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Nguyen, S. M.https://doi.org/10.3990/1.9789036567282Digital Twins for Bridge Assessment and Maintenance (2025)In 2025 International Conference on Smart Applications, Communications and Networking (SmartNets). Sabzi Khoshraftar, A., van der Zwaag, B. J., Le, D. V. & Durmaz-Incel, Ö.https://doi.org/10.1109/SmartNets65254.2025.11106891FedOpenHAR: Federated Multitask Transfer Learning for Sensor-Based Human Activity Recognition (2025)Journal of Computational Biology, 32(6), 558-572. İşgÜder, E. & Durmaz İncel, Ö.https://doi.org/10.1089/cmb.2024.0631Towards Edge-Based Idle State Detection in Construction Machinery Using Surveillance Cameras (2025)[Working paper › Preprint]. ArXiv.org. Küpers, X., Klein Brinke, J., Bemthuis, R. H. & Durmaz - Incel, Ö.https://doi.org/10.48550/arXiv.2506.00904Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum (2025)IEEE internet computing, 29(2), 8-18. Peltonen, E., Bayhan, S., Bermbach, D., Buschjager, S., Degeler, V., Ding, A. Y., Incel, O. D., Katare, D., Kjargaard, M. B., Leroux, S., Mahmoodi, T., Mann, Z. A., Meratnia, N., Pimentel, A. D., Rellermeyer, J. S., Riviere, E., Sapra, D., Solmaz, G. & Waaij, B. v. d.https://doi.org/10.1109/MIC.2025.3566642Towards Edge-Based Idle State Detection in Construction Machinery Using Surveillance Cameras (2025)In Intelligent Systems and Applications: Proceedings of the 2025 Intelligent Systems Conference (IntelliSys) (pp. 402-418) (Lecture Notes in Networks and Systems; Vol. 1567). Springer. Kupers, X., Klein Brinke, J., Bemthuis, R. & Durmaz - Incel, Ö.https://doi.org/10.1007/978-3-032-00071-2_25

2024

Boxing Gesture Recognition in Real-Time using Earable IMUs (2024)In UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing (pp. 673-678). Association for Computing Machinery. Sepanosian, T. & Durmaz Incel, O.https://doi.org/10.1145/3675094.3680524Training Smarter with OpenEarable: A Boxing Gesture Recognition Dashboard Integration (2024)In UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing (pp. 921-924). Association for Computing Machinery. Sepanosian, T. & Durmaz Incel, O.https://doi.org/10.1145/3675094.3678481Resource-efficient, sensor-based human activity recognition with lightweight deep models boosted with attention (2024)Computers and electrical engineering, 117. Article 109274. Agac, S. & Incel, O. D.https://doi.org/10.1016/j.compeleceng.2024.109274Multitask Learning for Mental Health: Depression, Anxiety, Stress (DAS) Using Wearables (2024)Diagnostics, 14(5). Article 501. Saylam, B. & İncel, Ö. D.https://doi.org/10.3390/diagnostics14050501

Onderzoeksprofielen

Adres

Universiteit Twente

Zilverling (gebouwnr. 11), kamer 5001
Hallenweg 19
7522 NH Enschede

Navigeer naar locatie

Organisaties

Scan de QR-code of
Download vCard