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ORCIDBerken Utku Demirel
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2020 – today
- 2024
[c12]Berken Utku Demirel, Christian Holz:
An Unsupervised Approach for Periodic Source Detection in Time Series. ICML 2024- [c11]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: 13023-13029 - [i7]Berken Utku Demirel, Christian Holz:
An Unsupervised Approach for Periodic Source Detection in Time Series. CoRR abs/2406.00566 (2024) - 2023
- [j6]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): 19:1-19:19 (2023) - [j5]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): 156:1-156:29 (2023) - [c10]Berken Utku Demirel, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari:
Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds. ICASSP 2023: 1-5 - [c9]Berken Utku Demirel, Christian Holz:
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning. NeurIPS 2023 - [c8]Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz:
BeliefPPG: Uncertainty-aware heart rate estimation from PPG signals via belief propagation. UAI 2023: 173-183 - [i6]Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz:
BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation. CoRR abs/2306.07730 (2023) - [i5]Berken Utku Demirel, Christian Holz:
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning. CoRR abs/2309.13439 (2023) - 2022
- [j4]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: 103726 (2022) - [j3]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): 68:1-68:22 (2022) - [j2]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): 12472-12481 (2022) - [j1]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): 13041-13051 (2022) - [c7]Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque:
Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks. ISLPED 2022: 18:1-18:6 - 2021
- [c6]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: 1-4 - [c5]Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. DAC 2021: 403-408 - [c4]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: 504-507 - [c3]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: 542-545 - [c2]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: 559-565 - [i4]Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices. CoRR abs/2102.01875 (2021) - [i3]Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. CoRR abs/2107.09309 (2021) - [i2]Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki:
Future of Smart Classroom in the Era of Wearable Neurotechnology. CoRR abs/2110.11475 (2021) - [i1]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 abs/2112.07901 (2021) - 2020
- [c1]Berken Utku Demirel, Yesim Serinagaoglu:
Quality Assessment of ECG Signals Based on Support Vector Machines and Binary Decision Trees. SIU 2020: 1-4
Coauthor Index
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