Frédéric Li

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar et al. · Sensors · 2018 · 296 citations · Full text

Wearable System, Convolutional Neural Network, Engineering +23

Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification

Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar et al. · Sensors · 2020 · 75 citations · Full text

Engineering, Machine Learning, Deep Transfer Learning +23

A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars

Hawzhin Hozhabr Pour, Frédéric Li, Lukas Wegmeth et al. · Sensors · 2022 · 54 citations · Full text

Engineering, Machine Learning, Multimodal Sensors +22

Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition

Philip Gouverneur, Frédéric Li, Wacław M. Adamczyk et al. · Sensors · 2021 · 44 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +26

Sleep stage classification for child patients using DeConvolutional Neural Network

Xinyu Huang, Kimiaki Shirahama, Frédéric Li et al. · Artificial Intelligence in Medicine · 2020 · 33 citations

Sleep Disorders, Sleep, Sleep Disorder +5