Simone Bonechi graduated in Computer Science at the Department of Information Engineering and Mathematical Sciences of the University of Siena (2014) where he then obtained his PhD. In 2018 he spent a period as a visiting PhD at the University of Copenhagen. After two years of PostDoc, first at the University of Tuscia, and then at the University of Pisa, he is now a researcher at the Department of Social, Political and Cognitive Sciences of the University of Siena. His research activity is focused on Deep Learning and Artificial Intelligence, with particular reference to computer vision, image processing, and image generation. He is the author of over 25 publications in international journals and conference proceedings. He also carries out editorial activities as Associated Editor for the journal Neurocomputing and he is Guest Editor for the Special Issue “Mathematical Modelling and Machine Learning Methods for Bioinformatics and Data Science Applications II” for the journal Mathematics.
BONECHI SIMONE
Simone
Bonechi
Ricercatore Legge 240/10 - tempo determinato
Presentation
Office hours
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Tuesday from 09:30 to 11:30Place: Stanza 13 Mattioli
Curriculum Vitae
Teaching activities
Completion accademic year: 2024/2025
Course year: 2
Second cycle degree (Laurea Magistrale)
COMMUNICATION STRATEGIES AND TECHNIQUES
A.Y. 2023/2024
Completion accademic year: 2023/2024
Course year: 2
Second cycle degree (Laurea Magistrale)
COMMUNICATION STRATEGIES AND TECHNIQUES
A.Y. 2022/2023
Completion accademic year: 2022/2023
Course year: 2
Second cycle degree (Laurea Magistrale)
COMMUNICATION STRATEGIES AND TECHNIQUES
A.Y. 2021/2022
Research
Ultime pubblicazioni:
- Bonechi, S., Andreini, P., Corradini, B.T., Scarselli, F. (2025). An analysis of pre-trained stable diffusion models through a semantic lens. NEUROCOMPUTING, 614 [10.1016/j.neucom.2024.128846]. - view more
- Bonechi, S., Palma, G., Caronna, M., Ugolini, M., Massaro, A., Rizzo, A. (2024). Enhancing Customer Support in Banking: Leveraging AI for Efficient Ticket Classification. PROCEDIA COMPUTER SCIENCE, 246, 128-137 [10.1016/j.procs.2024.09.235]. - view more
- Bonechi, S., Andreini, P., Corradini, B.T., Scarselli, F. (2024). Diff-Props: is Semantics Preserved within a Diffusion Model?. PROCEDIA COMPUTER SCIENCE, 246, 5244-5253 [10.1016/j.procs.2024.09.628]. - view more
- Podda, M., Bonechi, S., Palladino, A., Scaramuzzino, M., Brozzi, A., Roma, G., et al. (2024). Classification of Neisseria meningitidis genomes with a bag-of-words approach and machine learning. ISCIENCE, 27(3) [10.1016/j.isci.2024.109257]. - view more
- Andreini, P., Bonechi, S., Dimitri, G.M. (2024). Enhancing glomeruli segmentation through cross-species pre-training. NEUROCOMPUTING, 563 [10.1016/j.neucom.2023.126947]. - view more