Valentini Giorgio

Full professor
SSD
INF/01 - INFORMATICS
Competition sector
01/B1 - INFORMATICS

Contacts

Workplace

Via Celoria, 18

Office phone number
02503 16225
University email address
Web site
Office hours
Office
Room S216 - second floor Computer Science Dept.
Research

Publications

Publications
  • 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.
  • 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.
  • 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).
  • 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.
  • 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.