Berken Utku Demirel

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Activity Recognition

Specific Features

Beat Classification

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

IEEE Internet Things J.

Publications

Alice Mylaeus, Stephanie Vogt, Berken Utku Demirel, Marcel Gort, Mirko Meboldt, Manuel Meier, Christian Holz
MiBOT: A head-worn robot that modulates cardiovascular responses through human-like soft massage. ICRA (2024)
Berken Utku Demirel, Christian Holz
An Unsupervised Approach for Periodic Source Detection in Time Series. CoRR (2024)
Berken Utku Demirel, Christian Holz
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning. NeurIPS (2023)
Berken Utku Demirel, Christian Holz
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning. CoRR (2023)
Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz
BeliefPPG: Uncertainty-aware heart rate estimation from PPG signals via belief propagation. UAI (2023)
Berken Utku Demirel, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari
Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds. ICASSP (2023)
Berken Utku Demirel, Ting Dang, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari
Unobtrusive Air Leakage Estimation for Earables with In-ear Microphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque
Data-driven Energy-efficient Adaptive Sampling Using Deep Reinforcement Learning. ACM Trans. Comput. Heal. 4 (3) (2023)
Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz
BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation. CoRR (2023)
Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
AHAR: Adaptive CNN for Energy-Efficient Human Activity Recognition in Low-Power Edge Devices. IEEE Internet Things J. 9 (15) (2022)
Nafiul Rashid, Berken Utku Demirel, Mohanad Odema, Mohammad Abdullah Al Faruque
Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque
Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks. ISLPED (2022)
Oguzhan Baser, Melis Yavuz, Kutay Ugurlu, Filiz Onat, Berken Utku Demirel
Automatic detection of the spike-and-wave discharges in absence epilepsy for humans and rats using deep learning. Biomed. Signal Process. Control. 76 (2022)
Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet of Medical Things. IEEE Internet Things J. 9 (14) (2022)
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. CoRR (2021)
Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G. P. Li
Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices. EMBC (2021)
Berken Utku Demirel, Adnan Harun Dogan, Mohammad Abdullah Al Faruque
Two Might Do: A Beat-by-Beat Classification of Cardiac Abnormalities Using Deep Learning with Domain-Specific Features. CinC (2021)
Salma Elmalaki, Berken Utku Demirel, Mojtaba Taherisadr, Sara Stern-Nezer, Jack J. Lin, Mohammad Abdullah Al Faruque
Towards Internet-of-Things for Wearable Neurotechnology. ISQED (2021)
Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices. EMBC (2021)
Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki
Future of Smart Classroom in the Era of Wearable Neurotechnology. CoRR (2021)
Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices. CoRR (2021)
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. DAC (2021)
Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things. CoRR (2021)
Berken Utku Demirel, Yesim Serinagaoglu
Quality Assessment of ECG Signals Based on Support Vector Machines and Binary Decision Trees. SIU (2020)