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Frédéric Li
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2020 – today
- 2023
- [j11]Naoki Takashima, Frédéric Li
, Marcin Grzegorzek, Kimiaki Shirahama
Embedding-Based Music Emotion Recognition Using Composite Loss. IEEE Access 11: 36579-36604 (2023) - [j10]Muhammad Tausif Irshad
Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine 166: 107489 (2023) - [j9]Philip Gouverneur
Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition. Sensors 23(4): 1959 (2023) - [j8]Rafal Doniec
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors 23(12): 5551 (2023) - [c9]Robert Schumann
WiFi Sensing with Single-Antenna Devices for Ambient Assisted Living. iWOAR 2023: 3:1-3:8 - [c8]Md. Abid Hasan
Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition. iWOAR 2023: 20:1-20:7 - 2022
- [j7]Hawzhin Hozhabr Pour
A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars. Sensors 22(10): 3634 (2022) - [j6]Muhammad Tausif Irshad
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors 22(20): 7711 (2022) - [c7]Gabriela Augustinov
Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data. iWOAR 2022: 9:1-9:8 - [d1]Rafal Doniec
A Dataset for classification of road and types using EOG smart glasses. IEEE DataPort, 2022 - 2021
- [b1]Frédéric Li:
Deep learning for time-series classification enhanced by transfer learning based on sensor modality discrimination. University of Lübeck, Germany, Logos Verlag Berlin 2021, ISBN 978-3-8325-5396-8, pp. 1-152 - [j5]Philip Gouverneur
Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition. Sensors 21(14): 4838 (2021) - [i1]Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama:
Cross-modal Music Emotion Recognition Using Composite Loss-based Embeddings. CoRR abs/2112.07192 (2021) - 2020
- [j4]Xinyu Huang
Sleep stage classification for child patients using DeConvolutional Neural Network. Artif. Intell. Medicine 110: 101981 (2020) - [j3]Muhammad Adeel Nisar
Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. Sensors 20(12): 3463 (2020) - [j2]Frédéric Li
Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. Sensors 20(15): 4271 (2020)
2010 – 2019
- 2018
- [j1]Frédéric Li
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors. Sensors 18(2): 679 (2018) - [c6]Armin Grünewald, David Kroenert, Jonas Poehler, Rainer Brück, Frédéric Li
Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning. BIBE 2018: 126-132 - [c5]David Krönert, Armin Grünewald, Frédéric Li
Sensor Headband for Emotion Recognition in a Virtual Reality Environment. ITIB 2018: 539-548 - 2017
- [c4]Muhammad Hassan Khan, Frédéric Li
Gait Recognition Using Motion Trajectory Analysis. CORES 2017: 73-82 - [c3]Frédéric Li
Real-Time Gesture Recognition using a Particle Filtering Approach. ICPRAM 2017: 394-401 - 2015
- [c2]Zeyd Boukhers
Object detection and depth estimation for 3D trajectory extraction. CBMI 2015: 1-6 - [c1]Zeyd Boukhers
Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter. ICMR 2015: 83-90
Coauthor Index
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