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Leonardo Alchieri | People-Centered Computing @ USI Lugano

People

Leonardo Alchieri

Università della Svizzera italiana (USI)
Faculty of Informatics (D2.06)
Via G. Buffi 13
6900 Lugano, Switzerland

phone:
email: leonardo.alchieri@usi.ch

About me

I am a PhD Student at the Faculty of Informatics, Università della Svizzera italiana (USI), Switzerland. Currently, I am working on using machine learning for affective, wearable and ubiquitous computing, with an aim for personal health. 

Education

PhD in Informatics (2022-)
Università della Svizzera Italiana (USI)
Currently pursuing under the supervision of prof. Silvia Santini, in the group lead by her and Prof. Marc Langheinrich

M.Sc. in Data Science (2019-2022)
Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milan, Italy
M.Sc. thesis title: “Multi-Modal Continuous Valence-Arousal Estimation in Videos”

B.Sc. in Physics (2016-2019)
Faculty of Physics, University of Milano, Milan, Italy
B.Sc. thesis title: “Glitches classification in the Plank/HFI experiment using neural networks”

Publications

2023

Lidia Alecci, Leonardo Alchieri, Nouran Abdalazim, Pietro Barbiero, Silvia Santini, Martin Gjoreski (2023) Enhancing XGBoost with Heuristic Smoothing for Transportation Mode and Activity Recognition, Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, p. 540-545, New York, NY, USA: ACM, url, doi:10.1145/3594739.3610752

Lidia Alecci, Leonardo Alchieri, Nouran Abdalazim, Pietro Barbiero, Silvia Santini, Martin Gjoreski (2023) Enhancing XGBoost with Heuristic Smoothing for Transportation Mode and Activity Recognition, Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, p. 540-545, New York, NY, USA: ACM, url, doi:10.1145/3594739.3610752

2022

Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Elena Di Lascio, Silvia Santini (2022) On the Impact of Lateralization in Physiological Signals from Wearable Sensors, Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing, p. 472-477, New York, NY, USA: ACM, doi:10.1145/3544793.3563427