Expertises

  • Computer Science

    • Activity Recognition
    • Online Activity
    • Gesture Recognition
    • Human Activity Recognition
    • Resource Consumption
  • Earth and Planetary Sciences

    • Recognition
    • Human Activity
    • Mobile Phone

Organisaties

Publicaties

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

2023

Building Lightweight Deep learning Models with TensorFlow Lite for Human Activity Recognition on Mobile Devices (2023)Annales des telecommunications, 78(11-12), 687-702. Bursa, S. Ö., Durmaz İncel, Ö. & Işıklar Alptekin, G.https://doi.org/10.1007/s12243-023-00962-xEvaluation of Deep Learning Models for Continuous Authentication Using Behavioral Biometrics (2023)Procedia computer science, 225, 1272-1281. Uslu, U., Incel, Ö. D. & Alptekin, G. I.https://doi.org/10.1016/j.procs.2023.10.115Extracting Digital Biomarkers for Unobtrusive Stress State Screening from Multimodal Wearable Data (2023)In Smart Technologies for Sustainable and Resilient Ecosystems: 3rd EAI International Conference, Edge-IoT 2022, and 4th EAI International Conference, SmartGov 2022, Virtual Events, November 16-18, 2022, Proceedings (pp. 130-151) (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 510 LNICST). Springer. Saylam, B. & Durmaz İncel, Ö.https://doi.org/10.1007/978-3-031-35982-8_10

2020

Exploring the parameter space of human activity recognition with mobile devices (2020)Turkish journal of electrical engineering and computer sciences, 28(6), 3094-3110. Saylam, B., Shoaib, M. & Durmaz Incel, Ö.https://doi.org/10.3906/ELK-1910-139

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