| Comparison of feature learning methods for human activity recognition using wearable sensors F Li, K Shirahama, MA Nisar, L Köping, M Grzegorzek Sensors 18 (2), 679, 2018 | 301 | 2018 |
| Deep transfer learning for time series data based on sensor modality classification F Li, K Shirahama, MA Nisar, X Huang, M Grzegorzek Sensors 20 (15), 4271, 2020 | 53 | 2020 |
| Gait recognition using motion trajectory analysis MH Khan, F Li, MS Farid, M Grzegorzek Proceedings of the 10th International Conference on Computer Recognition …, 2018 | 33 | 2018 |
| A machine learning framework for automated accident detection based on multimodal sensors in cars H Hozhabr Pour, F Li, L Wegmeth, C Trense, R Doniec, M Grzegorzek, ... Sensors 22 (10), 3634, 2022 | 32 | 2022 |
| Sleep stage classification for child patients using DeConvolutional Neural Network X Huang, K Shirahama, F Li, M Grzegorzek Artificial intelligence in medicine 110, 101981, 2020 | 30 | 2020 |
| Rank pooling approach for wearable sensor-based ADLs recognition MA Nisar, K Shirahama, F Li, X Huang, M Grzegorzek Sensors 20 (12), 3463, 2020 | 20 | 2020 |
| Comparison of feature extraction methods for physiological signals for heat-based pain recognition P Gouverneur, F Li, WM Adamczyk, TM Szikszay, K Luedtke, ... Sensors 21 (14), 4838, 2021 | 19 | 2021 |
| [Regular Paper] Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning A Gruenewald, D Kroenert, J Poehler, R Brueck, F Li, J Littau, ... 2018 ieee 18th international conference on bioinformatics and bioengineering …, 2018 | 16 | 2018 |
| SenseHunger: Machine learning approach to hunger detection using wearable sensors MT Irshad, MA Nisar, X Huang, J Hartz, O Flak, F Li, P Gouverneur, A Piet, ... Sensors 22 (20), 7711, 2022 | 15 | 2022 |
| Classification of roads and types of public roads using EOG smart glasses and an algorithm based on machine learning while driving a car R Doniec, N Piaseczna, F Li, K Duraj, HH Pour, M Grzegorzek, ... Electronics 11 (18), 2960, 2022 | 10 | 2022 |
| Transformer-based recognition of activities of daily living from wearable sensor data G Augustinov, MA Nisar, F Li, A Tabatabaei, M Grzegorzek, K Sohrabi, ... Proceedings of the 7th international workshop on sensor-based activity …, 2022 | 9 | 2022 |
| Explainable artificial intelligence (XAI) in pain research: Understanding the role of electrodermal activity for automated pain recognition P Gouverneur, F Li, K Shirahama, L Luebke, WM Adamczyk, TM Szikszay, ... Sensors 23 (4), 1959, 2023 | 8 | 2023 |
| Sensor-based classification of primary and secondary car driver activities using convolutional neural networks R Doniec, J Konior, S Sieciński, A Piet, MT Irshad, N Piaseczna, ... Sensors 23 (12), 5551, 2023 | 7 | 2023 |
| Object detection and depth estimation for 3D trajectory extraction Z Boukhers, K Shirahama, F Li, M Grzegorzek 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2015 | 6 | 2015 |
| Automated motor tic detection: A machine learning approach NS Brügge, GM Sallandt, R Schappert, F Li, A Siekmann, M Grzegorzek, ... Movement Disorders 38 (7), 1327-1335, 2023 | 4 | 2023 |
| Classification of Heat-Induced Pain Using Physiological Signals PJ Gouverneur, F Li, T M. Szikszay, W M. Adamczyk, K Luedtke, ... Information Technology in Biomedicine, 239-251, 2021 | 4 | 2021 |
| Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data MT Irshad, F Li, MA Nisar, X Huang, M Buss, L Kloep, C Peifer, ... Computers in Biology and Medicine 166, 107489, 2023 | 3 | 2023 |
| Sensor headband for emotion recognition in a virtual reality environment D Krönert, A Grünewald, F Li, M Grzegorzek, R Brück Information Technology in Biomedicine: Proceedings 6th International …, 2019 | 3 | 2019 |
| Real-time gesture recognition using a particle filtering approach F Li, L Köping, S Schmitz, M Grzegorzek International Conference on Pattern Recognition Applications and Methods 2 …, 2017 | 3 | 2017 |
| Cross-modal music-emotion retrieval using DeepCCA N Takashima, F Li, M Grzegorzek, K Shirahama Information Technology in Biomedicine, 133-145, 2021 | 2 | 2021 |
Marcin GrzegorzekFull Professor at the University of LübeckVerified email at uni-luebeck.de
