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Dario Malchiodi

Università degli Studi di Milano unimi
(associate professor)
INRIA + UCA INRIA + UCA
(visiting scientist)
Data Science Research Centre DSRC
(scientific board)


News
23/11/2022 research
Accepted paper in «Neurocomputing»
The paper «Deep Neural Networks Compression: a comparative survey and choice recommendations», wich I coauthored with G. Marinò, A. Petrini and M. Frasca, has been accepted for publication in Neurocomputing.
24/10/2022 research
Accepted paper in «Informatics in Education»
The paper «Designing a Master Course on Architectures for Big Data: A Collaboration Between University and Industry», wich I coauthored with A. Condorelli, has been accepted for publication in Informatics in Education.
27/09/2022 teaching
Welcome day for Master students
The Welcome day for students enrolled within the Computer Science Department will be held on Sep., 27th 2022. Starting from 14:30, I will present the Master courses taught in Italian and in English.
14/09/2022 teaching SAD
Place and time of the Statistics and data analysis written test of September 19th, 2022
The Statistics and data analytics written test of 19/9 will take place in the classroom Sigma of the computer science department, at 13:30. Participants may bring a book and a notebook for consultation. The use of FFP2 masks is strongly advised.
Older news

Teaching activities


Bachelor, master and PhD

  • Algorithms for massive data (DSE) @unimi master Lectures are in English 2021-222022-23
  • Algorithms for massive datasets @unimi master Lectures are in English 2021-222022-23
  • Computer programming for data analysis @uca DUT Lectures are in french 2021-22
  • Statistics and data analytics @unimi bachelor Lectures are in italian 2021-222022-23
All activities

Research


Research areas

  • Data-driven induction of fuzzy sets
  • Compression of machine learning models
  • Mining of knowledge bases in semantic Web
  • Negative example selection in bioinformatics
  • ML-based COVID-19 risk prediction
  • Application of ML in veterinary and forensics
  • Popularization of informatics culture
All areas

Projects

All projects

Publications


[Marinò et al., 2022] Marinò Giosuè C., Petrini Alessandro, Malchiodi Dario and Frasca Marco Deep Neural Networks Compression: a comparative survey and choice recommendations, Neurocomputing (2022), In press [doi> BIBTEX]

[Condorelli and Malchiodi, 2022] Condorelli Andrea and Malchiodi Dario Designing a Master Course on Architectures for Big Data: A Collaboration Between University and Industry, Informatics in Education (2022), In press [BIBTEX]

[Zanaboni et al., 2022] Zanaboni Anna M., Malchiodi Dario, Bonizzoni Letizia and Ruschioni Giulia Classification of pottery fragments described by concentration of chemical elements, in ICIAP 2021 Workshop post-proceedings, Springer, Lecture Notes in Computer Science, 2022 [BIBTEX]

[Fumagalli et al., 2022] Fumagalli Giacomo, Raimondi Davide, Giancarlo Raffaele, Malchiodi Dario and Frasca Marco On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters, in Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods — ICPRAM, SciTePress (ISBN 978-989-758-549-4), 675—682, 2022 [doi> BIBTEX]

[Casali et al., 2021] Casali Michelangelo, Malchiodi Dario, Spada Claudio, Zanaboni Anna M., Cotroneo Rosy, Furci Domenico, Sommariva Andrea, Genovese Umberto and Blandino Alberto A pilot study for investigating the feasibility of supervised machine learning approaches for the classification of pedestrians struck by vehicles, Journal of Forensics and Legal Medicine 84 (2021), 102256 [doi> BIBTEX]

[Bagardi et al., 2021] Bagardi Mara, Locatelli Chiara, Zanaboni Anna M., Galizzi Alberto, Malchiodi Dario and Brambilla Paola G. Multiple retrospective analysis of survival and evaluation of cardiac death predictors in a population of dogs affected by degenerative mitral valve disease in ACVIM class C treated with different therapeutic protocols, Polish Journal of Veterinary Sciences 24 - 1 (2021), 109—118 [doi> BIBTEX]

[Esposito et al., 2021] Esposito Andrea A., Casiraghi Elena, Chiaraviglio Francesca, Scarabelli Alice, Stellato Elvira, Plensich Guido, Lastella Giulia, Di Meglio Letizia, Fusco Stefano, Avola Emanuele, Jachetti Alessandro, Giannitto Caterina, Malchiodi Dario, Frasca Marco, Beheshti Afshin, Robinson Peter N., Valentini Giorgio, Forzenigo Laura and Carrafiello Gianpaolo Artificial Intelligence in Predicting Clinical Outcome in COVID-19 Patients from Clinical, Biochemical, and a Qualitative Chest X-Ray Scoring System, Reports in Medical Imaging 14 (2021), 27—39 [doi> BIBTEX]

[Galizzi et al., 2021] Galizzi Alberto, Bagardi Mara, Stranieri Angelica, Zanaboni Anna M., Malchiodi Dario, Borromeo Vitaliano, Brambilla Paola G. and Locatelli Chiara Factors affecting the urinary aldosterone-to-creatinine ratio in healthy dogs and dogs with naturally occurring myxomatous mitral valve disease, BMC Veterinary Research 17 - 1 (2021), 1—14 [doi> BIBTEX]

All publications