Michele Fiori

PhD Student

Department of Computer Science, University Of Milan

About Me

I am a PhD student at the Department of Computer Science of the University of Milan and a member of the EveryWare Lab. My research interests currently focus on Human Activity Recognition (HAR), Patient Monitoring in smart-homes, eXplainable AI and foundation models.

Publications

International Conferences

Michele Fiori, Davide Mor, Gabriele Civitarese, Claudio Bettini. "GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes". In Proceedings of the 21st EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous), EAI, 2024. (TO APPEAR)

Luca Arrotta, Claudio Bettini, Gabriele Civitarese, Michele Fiori. "ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition Models". In 2024 IEEE International Conference on Smart Computing (SMARTCOMP), 2024. (DOI: 10.1109/SMARTCOMP61445.2024.00029)

Luca Arrotta, Gabriele Civitarese, Michele Fiori, Claudio Bettini. "Explaining Human Activities Instances Using Deep Learning Classifiers". In 2022 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2022. (DOI: 10.1109/DSAA54385.2022.10032345)

International Workshops

Michele Fiori, Gabriele Civitarese, Claudio Bettini. "Using Large Language Models to Compare Explainable Models for Smart Home Human Activity Recognition". Adjunct Proceedings of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2024 ACM International Symposium on Wearable Computing, 2024. (DOI: 10.1145/3675094.3679000)

Claudio Bettini, Gabriele Civitarese, Michele Fiori. "Explainable Activity Recognition over Interpretable Models". In Proceedings of the 2021 IEEE International Conference on Pervasive Computing and Communications Workshops, 2021. (DOI: 10.1109/PerComWorkshops51409.2021.9430955)

Teaching

AY 2023/2024

Distributed and Pervasive Systems (lab teacher)

AY 2022/2023

Web and Databases (tutor)

AY 2021/2021

Web and Databases (tutor)
Programming II (tutor)

Activities

Reviewer Activities

I have reviewed papers for MDM and PerCom Conferences and for IMWUT and JSAC Journals