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

por Li, Frédéric, Shirahama, Kimiaki, Nisar, Muhammad Adeel, Köping, Lukas, Grzegorzek, Marcin
Publicado 2018

Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition

por Nisar, Muhammad Adeel, Shirahama, Kimiaki, Li, Frédéric, Huang, Xinyu, Grzegorzek, Marcin
Publicado 2020

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

por Li, Frédéric, Shirahama, Kimiaki, Nisar, Muhammad Adeel, Huang, Xinyu, Grzegorzek, Marcin
Publicado 2020

Phenotype Switching in Melanoma: Implications for Progression and Therapy

por Li, Frederic Zhentao, Dhillon, Amardeep Singh, Anderson, Robin L., McArthur, Grant, Ferrao, Petranel T.
Publicado 2015

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

por Gouverneur, Philip, Li, Frédéric, Adamczyk, Wacław M., Szikszay, Tibor M., Luedtke, Kerstin, Grzegorzek, Marcin
Publicado 2021

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

por Hozhabr Pour, Hawzhin, Li, Frédéric, Wegmeth, Lukas, Trense, Christian, Doniec, Rafał, Grzegorzek, Marcin, Wismüller, Roland
Publicado 2022

Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

por Gouverneur, Philip, Li, Frédéric, Shirahama, Kimiaki, Luebke, Luisa, Adamczyk, Wacław M., Szikszay, Tibor M., Luedtke, Kerstin, Grzegorzek, Marcin
Publicado 2023

Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks

por Doniec, Rafał, Konior, Justyna, Sieciński, Szymon, Piet, Artur, Irshad, Muhammad Tausif, Piaseczna, Natalia, Hasan, Md Abid, Li, Frédéric, Nisar, Muhammad Adeel, Grzegorzek, Marcin
Publicado 2023

SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors

por Irshad, Muhammad Tausif, Nisar, Muhammad Adeel, Huang, Xinyu, Hartz, Jana, Flak, Olaf, Li, Frédéric, Gouverneur, Philip, Piet, Artur, Oltmanns, Kerstin M., Grzegorzek, Marcin
Publicado 2022