Valentini Giorgio
Full professor
SSD
INF/01 - INFORMATICS
Competition sector
01/B1 - INFORMATICS
Research fields and competencies
Contacts
Workplace
Office phone number
University email address
E-mail
Web site
Teaching - Programme courses
Bachelors and masters
A.Y. 2020/2021
A.Y. 2019/2020
A.Y. 2018/2019
A.Y. 2017/2018
Postgraduate programmes
A.Y. 2020/2021
Doctoral programme (PhD)
A.Y. 2019/2020
Doctoral programme (PhD)
A.Y. 2018/2019
Doctoral programme (PhD)
2nd level vocational master
- Statistical analysis of omic data (Master Bioinformatics and Functional Genomics)
- Statistics/machine learning/data mining (Master Bioinformatics and Functional Genomics)
Research
Publications
Publications
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Multi-resolution visualization and analysis of biomolecular networks through hierarchical community detection and web-based graphical tools / P. Perlasca, M. Frasca, C.T. Ba, J. Gliozzo, M. Notaro, M. Pennacchioni, G. Valentini, M. Mesiti. - In: PLOS ONE. - ISSN 1932-6203. - 15:12(2020 Dec 22), pp. e0244241.1-e0244241.28.
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Complex Data Imputation by Auto-Encoders and Convolutional Neural Networks—A Case Study on Genome Gap-Filling / L. Cappelletti, T. Fontana, G.W.D. Donato, L.D. Tucci, E. Casiraghi, G. Valentini. - In: COMPUTERS. - ISSN 2073-431X. - 9:2(2020 May), pp. 37.1-37.31.
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parSMURF, a high-performance computing tool for the genome-wide detection of pathogenic variants / A. Petrini, M. Mesiti, M. Schubach, M. Frasca, D. Danis, M. Re, G. Grossi, L. Cappelletti, T. Castrignano, P.N. Robinson, G. Valentini. - In: GIGASCIENCE. - ISSN 2047-217X. - 9:5(2020 May 01).
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Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions / M. Frasca, M. Sepehri, A. Petrini, G. Grossi, G. Valentini (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE). - In: Computational Intelligence Methods for Bioinformatics and Biostatistics / [a cura di] M. Raposo, P. Ribeiro, S. Sério, A. Staiano, A. Ciaramella. - [s.l] : Springer, 2020. - ISBN 9783030345846. - pp. 80-87 (( Intervento presentato al 15. convegno International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics tenutosi a Caparica nel 2018.
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Multitask Hopfield Networks / M. Frasca, G. Grossi, G. Valentini (LECTURE NOTES IN COMPUTER SCIENCE). - In: Machine Learning and Knowledge Discovery in Databases / [a cura di] U. Brefeld, E. Fromont, A. Hotho, A. Knobbe, M. Maathuis, C. Robardet. - [s.l] : Springer, 2020. - ISBN 9783030461461. - pp. 349-365 (( convegno European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases tenutosi a Würzburg nel 2019.