Research

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2019

Kyritsis, Konstantinos; Diou, Christos; Delopoulos, Anastasios

Detecting meals in the wild using the inertial data of a typical smartwatch Inproceedings

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 4229–4232, IEEE 2019.

Abstract | Links | BibTeX | Tags: Accelerometers, Artificial neural networks, Detection algorithms, Feature extraction, Gyroscopes, Lenses, Monitoring

2018

Kyritsis, Konstantinos; Diou, Christos; Delopoulos, Anastasios

End-to-end Learning for Measuring in-meal Eating Behavior from a Smartwatch Inproceedings

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5511–5514, IEEE 2018.

Abstract | Links | BibTeX | Tags: Accelerometers, Gyroscopes, Hidden Markov models, Mouth, Sensors, Support vector machines, Training

2017

Kyritsis, Konstantinos; Tatli, Christina Lefkothea; Diou, Christos; Delopoulos, Anastasios

Automated analysis of in meal eating behavior using a commercial wristband IMU sensor Inproceedings

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 2843–2846, IEEE 2017.

Abstract | Links | BibTeX | Tags: Acceleration, Accelerometers, Feature extraction, Gyroscopes, Hidden Markov models, Mouth, Support vector machines