About
I am the head of the Pervasive Systems research group at the University of Twente, Netherlands. Formerly, I worked as a faculty member at the Department of Computer Engineering at Bogazici University and Galatasaray University. I received my PhD in computer science from the University of Twente in March 2009. I also visited USC’s Autonomous Networks research group (ANRG) during my PhD studies.
Research Interests
My objective is to utilize sensing technologies available on the Internet of Things, mobile and wearable devices, and machine learning techniques to build context-aware, intelligent and resource-efficient systems that ease people’s lives across different areas: well-being, health, assistive living, industrial applications, smart cities. My research interests are on applied machine learning, human activity and well-being recognition, edge AI in the fields of wearable and ubiquitous computing, the Internet of things, and protocol design for resource efficiency in Wireless Networks.
News and Announcements
- We’re seeking a talented PhD candidate to join our Pervasive Systems research group at the University of Twente to work on an innovative project at the intersection of neuro-symbolic AI and microfabricated fluidic sensors, application deadline: November 30, Link
- (September 2024) I delivered a keynote speech entitled “Beyond the Basics: Enhancing Lightweight Models for Resource-efficient Human Activity Recognition” at the 9th International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence (IWOAR) held at HPI in Potsdam.
- (August 2024) Sümeyye Ağaç successfully defended her PhD dissertation, “Enhancing Lightweight Models for Efficient Sensor-based Human Activity Recognition.”
- (June, 2024) Berrenur Saylam successfully defended her PhD dissertation, “Machine Learning for Well-being Assessment: Exploring Digital Biomarkers”.
- (February 29, 2024) I participated as an opponent in the committee of Nikita Sharma’s PhD thesis defence at the University of Twente: “Sensing the Care:: Advancing Unobtrusive Sensing Solutions To Support Informal Caregivers Of Older Adults With Cognitive Impairment”
- (January, 2024) I joined the Editorial Board of IEEE Internet Computing as an Associate Editor.
- (December 13, 2023) I participated in the grading committee of Zhitao He’s PhD thesis defence at Uppsala University: “Enabling Scalable Security in Internet of Things”
- (November 13, 2023) I was one of the panelists at the N2Women Meeting as part of SenSys 2023 conference.
- (November 3, 2023) Check out our latest paper with Berrenur Saylam available now at: Quantifying Digital Biomarkers for Well-Being: Stress, Anxiety, Positive and Negative Affect via Wearable Devices and Their Time-Based Predictions at Sensors.
- (October 1, 2023) Check out our latest paper with Sumeyye Agac: User Authentication and Identification on Smart Glasses with Motion Sensors. SN Computer Science, 4(6), 1-14.
- Sensys Conference will be held in Istanbul, between November 13-15 2023.
- (July 31-August 4, 2023) I participated in the Future Computing for Digital Infrastructures Workshop at Lorentz Centre, NL.
- (July 15, 2023) Our new paper with Sevda Ozge Bursa and Gulfem Alptekin is available online: Building Lightweight Deep Learning Models with TensorFlow Lite for Human Activity Recognition on Mobile Devices
- (June 12, 2023) Two recent journal papers with Sumeyye Agac, Sevda Özge Bursa and Gülfem Isiklar Alptekin are accepted🎉
- (November 2022) Together with Albert Ali Salah, we hosted an Expert Workshop in the HumMingBird project about ‘Making the most of mobile phone data to map migration’ at Bogazici University.
- (November 2021) I moved back to CMPE at Bogazici University
- (2021) I received the Science Academy’s Young Scientist Award (BAGEP), Turkey