DISCo (Department of Informatics, Systems and Communication)
University of Milan-Bicocca Viale Sarca 336, Building U14
Room 1007,
Biography
Hamza Amrani is currently a Ph.D. student under the supervision of Prof. Paolo Napoletano and Prof. Daniela Micucci at the Department of Informatics, Systems and Communication (DISCo) of the University of Milano-Bicocca. He obtained his Bachelor’s Degree and Master’s Degree in Computer Science at University of Milano-Bicocca, respectively in 2018 and 2021. From 2019 to 2021 he obtained a research grant on the SIDERA^B project. His main topics of research are Machine Learning, Biological Signal Processing, Digital Health, AI-Assisted Healthcare.
Publications
Conference Papers
2.
Unsupervised Deep Learning-based clustering for Human Activity Recognition (Hamza Amrani, Daniela Micucci, Paolo Napoletano)
In 2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin), pp. 1-6, 2022.
@inproceedings{amrani2022unsupervised, author = {Amrani, Hamza and Micucci, Daniela and Napoletano, Paolo}, year = {2022}, pages = {1-6}, title = {Unsupervised Deep Learning-based clustering for Human Activity Recognition}, organization = {IEEE}, booktitle = {2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin)}}
1.
Personalized Models in Human Activity Recognition using Deep Learning (Hamza Amrani, Daniela Micucci, Paolo Napoletano)
In 2020 25th International Conference on Pattern Recognition (ICPR), pp. 9682-9688, 2021.
@inproceedings{amrani2021personalized, author = {Amrani, Hamza and Micucci, Daniela and Napoletano, Paolo}, year = {2021}, pages = {9682-9688}, title = {Personalized Models in Human Activity Recognition using Deep Learning}, organization = {IEEE}, booktitle = {2020 25th International Conference on Pattern Recognition (ICPR)}}
Other Publications
1.
Homogenization of existing inertial-based datasets to support human activity recognition (Hamza Amrani, Daniela Micucci, Marco Mobilio, Paolo Napoletano)
NeurIPS Data-Centric AI Workshop (DCAI 2021), 2022.
@misc{amrani2022homogenization, author = {Amrani, Hamza and Micucci, Daniela and Mobilio, Marco and Napoletano, Paolo}, year = {2022}, title = {Homogenization of existing inertial-based datasets to support human activity recognition}, howpublished = {NeurIPS Data-Centric AI Workshop (DCAI 2021)}}
