Frédéric Li - RankMe

25 papers B 1C 3Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Deep-learning-based Detection of Food Hypersensitivity from Confocal Laser Endomicroscopy Images of the Gastro-intestinal Tract. HICSS Md. Abid Hasan, Frédéric Li, Vivian V. Tetzlaff-Lelleck, Franziska Schmelter, Greta M. Ahlemann, Lennart Jablonski, Xinyu Huang, Christian Sina, Marcin Grzegorzek
2025	J	`jnl`	eVAS: A user-friendly electronic Visual Analogue Scale. J. Open Source Softw. Philip Gouverneur, Frédéric Li, Luisa Luebke, Tibor M. Szikszay, Sonja-Dana Roelen, Jarek Krajewski, Kerstin Luedtke, Marcin Grzegorzek
2024	—	`conf`	Doshisha University, Universität zu Lübeck and German Research Center for Artificial Intelligence at TRECVID 2024: QFISC Task. TREC Zihao Chen, Falco Lentzsch, Nele Sophie Brügge, Frédéric Li, Miho Ohsaki, Heinz Handels, Marcin Grzegorzek, Kimiaki Shirahama
2023	J	`jnl`	Embedding-Based Music Emotion Recognition Using Composite Loss. IEEE Access Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama
2023	J	`jnl`	Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition. Sensors Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Waclaw M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek
2023	—	`conf`	Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition. iWOAR Md. Abid Hasan, Frédéric Li, Artur Piet, Philip Gouverneur, Muhammad Tausif Irshad, Marcin Grzegorzek
2023	J	`jnl`	Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors Rafal Doniec, Justyna Konior, Szymon Siecinski, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md. Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek
2023	J	`jnl`	Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine 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
2023	—	`conf`	WiFi Sensing with Single-Antenna Devices for Ambient Assisted Living. iWOAR Robert Schumann, Frédéric Li, Marcin Grzegorzek
2022	J	`jnl`	A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars. Sensors Hawzhin Hozhabr Pour, Frédéric Li, Lukas Wegmeth, Christian Trense, Rafal Doniec, Marcin Grzegorzek, Roland Wismüller
2022	J	`jnl`	SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek
2022	—	`conf`	Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data. iWOAR Gabriela Augustinov, Muhammad Adeel Nisar, Frédéric Li, Seyed Amir Hossein Tabatabaei, Marcin Grzegorzek, Keywan Sohrabi, Sebastian J. F. Fudickar
2021	J	`jnl`	Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition. Sensors Philip Gouverneur, Frédéric Li, Waclaw M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek
2021	J	`jnl`	Cross-modal Music Emotion Recognition Using Composite Loss-based Embeddings. CoRR Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama
2021	—	`—`	Deep learning for time-series classification enhanced by transfer learning based on sensor modality discrimination. Frédéric Li
2020	J	`jnl`	Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. Sensors Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang, Marcin Grzegorzek
2020	J	`jnl`	Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. Sensors Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang, Marcin Grzegorzek
2020	J	`jnl`	Sleep stage classification for child patients using DeConvolutional Neural Network. Artif. Intell. Medicine Xinyu Huang, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
2018	C	`conf`	Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning. BIBE Armin Grünewald, David Kroenert, Jonas Poehler, Rainer Brück, Frédéric Li, Julian Littau, Katrin Schnieber, Artur Piet, Marcin Grzegorzek, Henrik Kampling, Björn Niehaves
2018	J	`jnl`	Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors. Sensors Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Lukas Köping, Marcin Grzegorzek
2018	—	`conf`	Sensor Headband for Emotion Recognition in a Virtual Reality Environment. ITIB David Krönert, Armin Grünewald, Frédéric Li, Marcin Grzegorzek, Rainer Brück
2017	—	`conf`	Gait Recognition Using Motion Trajectory Analysis. CORES Muhammad Hassan Khan, Frédéric Li, Muhammad Shahid Farid, Marcin Grzegorzek
2017	C	`conf`	Real-Time Gesture Recognition using a Particle Filtering Approach. ICPRAM Frédéric Li, Lukas Köping, Sebastian Schmitz, Marcin Grzegorzek
2015	B	`conf`	Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter. ICMR Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
2015	C	`conf`	Object detection and depth estimation for 3D trajectory extraction. CBMI Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek