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Berken Utku Demirel

An Unsupervised Approach for Periodic Source Detection in Time Series

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Jun 01, 2024
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Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning

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Sep 23, 2023
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BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation

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Jun 14, 2023
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Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks

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May 24, 2022
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Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things

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Dec 15, 2021
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Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices

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Aug 02, 2021
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Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices

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Jul 31, 2021
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LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies

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Jul 20, 2021
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AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices

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Feb 03, 2021
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