Frédéric Li

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 21

Top Topics

Convolutional Neural Networks

Wearable Sensors

Transfer Learning

Activity Recognition

Top Venues

Artif. Intell. Medicine

Publications

Muhammad Tausif Irshad, Frédéric Li, Muhammad Adeel Nisar, Xinyu Huang, Martje Buss, Leonie Kloep, Corinna Peifer, Barbara Kozusznik, Anita Pollak, Adrian Pyszka, Olaf Flak, Marcin Grzegorzek
Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine 166 (2023)
Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Waclaw M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek
Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition. Sensors 23 (4) (2023)
Rafal Doniec, Justyna Konior, Szymon Siecinski, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md. Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors 23 (12) (2023)
Robert Schumann, Frédéric Li, Marcin Grzegorzek
WiFi Sensing with Single-Antenna Devices for Ambient Assisted Living. iWOAR (2023)
Md. Abid Hasan, Frédéric Li, Artur Piet, Philip Gouverneur, Muhammad Tausif Irshad, Marcin Grzegorzek
Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition. iWOAR (2023)
Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama
Embedding-Based Music Emotion Recognition Using Composite Loss. IEEE Access 11 (2023)
Hawzhin Hozhabr Pour, Frédéric Li, Lukas Wegmeth, Christian Trense, Rafal Doniec, Marcin Grzegorzek, Roland Wismüller
A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars. Sensors 22 (10) (2022)
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors 22 (20) (2022)
Gabriela Augustinov, Muhammad Adeel Nisar, Frédéric Li, Seyed Amir Hossein Tabatabaei, Marcin Grzegorzek, Keywan Sohrabi, Sebastian J. F. Fudickar
Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data. iWOAR (2022)
Philip Gouverneur, Frédéric Li, Waclaw M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek
Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition. Sensors 21 (14) (2021)
Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama
Cross-modal Music Emotion Recognition Using Composite Loss-based Embeddings. CoRR (2021)
Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang, Marcin Grzegorzek
Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. Sensors 20 (12) (2020)
Xinyu Huang, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
Sleep stage classification for child patients using DeConvolutional Neural Network. Artif. Intell. Medicine 110 (2020)
Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang, Marcin Grzegorzek
Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. Sensors 20 (15) (2020)
Armin Grünewald, David Kroenert, Jonas Poehler, Rainer Brück, Frédéric Li, Julian Littau, Katrin Schnieber, Artur Piet, Marcin Grzegorzek, Henrik Kampling, Björn Niehaves
Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning. BIBE (2018)
Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Lukas Köping, Marcin Grzegorzek
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors. Sensors 18 (2) (2018)
David Krönert, Armin Grünewald, Frédéric Li, Marcin Grzegorzek, Rainer Brück
Sensor Headband for Emotion Recognition in a Virtual Reality Environment. ITIB (2018)
Muhammad Hassan Khan, Frédéric Li, Muhammad Shahid Farid, Marcin Grzegorzek
Gait Recognition Using Motion Trajectory Analysis. CORES (2017)
Frédéric Li, Lukas Köping, Sebastian Schmitz, Marcin Grzegorzek
Real-Time Gesture Recognition using a Particle Filtering Approach. ICPRAM (2017)
Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
Object detection and depth estimation for 3D trajectory extraction. CBMI (2015)
Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter. ICMR (2015)