Ruggero G. Pensa

University of Turin — Italy

Biochemistry, Genetics and Molecular Biology · Life Sciences

23h-index1.6kcitations144works2.42yr avg
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Research Topics

Gene expression and cancer classification(23), Data Mining Algorithms and Applications(21), Advanced Clustering Algorithms Research(21), Complex Network Analysis Techniques(17), Data Management and Algorithms(15)

Publications144 total

Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance
Machine Learning·2025· 2 citedOpen Access
Fair Associative Co-clustering
Lecture notes in computer science·2025
Bridging local and global explanations of tree ensemble predictions using co-clustering of SHAP values
SPIRE - Sciences Po Institutional REpository·2025
Differentially Private Associative Co-clustering
Society for Industrial and Applied Mathematics eBooks·2025
Combining SHAP-Driven Co-clustering and Shallow Decision Trees to Explain XGBoost
Lecture notes in computer science·2025· 1 citedOpen Access
Co-clustering: A Survey of the Main Methods, Recent Trends, and Open Problems
ACM Computing Surveys·2024· 4 citedOpen Access
A Gamified Platform to Support Educational Activities About Fake News in Social Media
IEEE Transactions on Learning Technologies·2024· 10 citedOpen Access
Fast parameterless prototype-based co-clustering
Machine Learning·2023· 6 citedOpen Access
FairSwiRL: fair semi-supervised classification with representation learning
Machine Learning·2023· 2 citedOpen Access
Detection of Privacy-Harming Social Media Posts in Italian
Lecture notes in computer science·2023· 1 cited
Analysis and classification of privacy-sensitive content in social media posts
EPJ Data Science·2022· 30 citedOpen Access
Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals
Scientific Reports·2021· 27 citedOpen Access
An inductive framework for semi-supervised learning
HAL (Le Centre pour la Communication Scientifique Directe)·2021
Stool microRNA profiles reflect different dietary and gut microbiome patterns in healthy individuals
Gut·2021· 86 citedOpen Access
Differentially Private Distance Learning in Categorical Data
Data Mining and Knowledge Discovery·2021· 1 citedOpen Access
A parameter-less algorithm for tensor co-clustering
Machine Learning·2021· 8 citedOpen Access
ESA☆: A generic framework for semi-supervised inductive learning
Neurocomputing·2021· 9 citedOpen Access
DP-DILCA: Learning Differentially Private Context-based Distances for Categorical Data (Discussion Paper)
Institutional Research Information System University of Turin (University of Turin)·2021Open Access
Supplementary_Table_3_Stool_DEmiRNAs.xlsx
Figshare·2021Open Access
Supplementary_Table_7_Enrichment_Analysis.xlsx
Figshare·2021Open Access
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Frequent Co-authors

Dino Ienco(14), Jean‐François Boulicaut(12), Livio Bioglio(8), Rosa Meo(7), Jérémy Besson(6), Francesca Cordero(4), Maria Luisa Sapino(4), Céline Robardet(4), Céline Robardet(4), Raffaele Gaetano(3), Gianpiero Di Blasi(3), Paola Benedetti(2), Kenji Osé(2), Stéphane Dupuy(2), Sonia Tarallo(2), Giulio Ferrero(2), A. Francavilla(2), Sara Grioni(2), Barbara Pardini(2), Alessio Naccarati(2)