Ruggero G. Pensa

86 papers A 2B 11C 2Misc 1Journal 32Unranked 34
YearRankTypeTitle / Venue / Authors
2025 — conf
An Associative Approach to Fair Co-clustering.
SEBD
Federico Peiretti, Ruggero G. Pensa
2025 A conf
Differentially Private Associative Co-clustering.
SDM
Elena Battaglia, Ruggero G. Pensa
2025 J jnl
Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance.
Mach. Learn.
Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti
2025 — conf
Fair Associative Co-clustering.
ECML/PKDD (1)
Federico Peiretti, Ruggero G. Pensa
2025 — conf
Health Data Sharing for Secondary Use: a Critical Overview.
ITADATA
Alessio Famiani, Ruggero G. Pensa
2024 J jnl
A Gamified Platform to Support Educational Activities About Fake News in Social Media.
IEEE Trans. Learn. Technol.
Sara Capecchi, Antonio Lieto, Federica Patti, Ruggero G. Pensa, Amon Rapp, Fabiana Vernero, Sandra Zingaro
2024 — conf
Combining SHAP-Driven Co-clustering and Shallow Decision Trees to Explain XGBoost.
DS (1)
Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti
2024 J jnl
Fast parameterless prototype-based co-clustering.
Mach. Learn.
Elena Battaglia, Federico Peiretti, Ruggero G. Pensa
2023 J jnl
A parameter-less algorithm for tensor co-clustering.
Mach. Learn.
Elena Battaglia, Ruggero G. Pensa
2023 — conf
Detection of Privacy-Harming Social Media Posts in Italian.
SocialSec
Federico Peiretti, Ruggero G. Pensa
2023 — conf
Fair Semi-supervised Representation Learning for Tabular Data Classification.
SEBD
Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
2023 J jnl
FairSwiRL: fair semi-supervised classification with representation learning.
Mach. Learn.
Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
2022 J jnl
Analysis and classification of privacy-sensitive content in social media posts.
EPJ Data Sci.
Livio Bioglio, Ruggero G. Pensa
2021 — conf
An Inductive Framework for Semi-supervised Learning (Discussion Paper).
SEBD
Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
2021 — conf
DP-DILCA: Learning Differentially Private Context-based Distances for Categorical Data (Discussion Paper).
SEBD
Elena Battaglia, Ruggero G. Pensa
2021 J jnl
Differentially Private Distance Learning in Categorical Data.
Data Min. Knowl. Discov.
Elena Battaglia, Simone Celano, Ruggero G. Pensa
2021 J jnl
ESA
Neurocomputing
Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
2020 — conf
Classification-based Content Sensitivity Analysis.
SEBD
Elena Battaglia, Livio Bioglio, Ruggero G. Pensa
2020 J jnl
Enhancing Graph-Based Semisupervised Learning via Knowledge-Aware Data Embedding.
IEEE Trans. Neural Networks Learn. Syst.
Dino Ienco, Ruggero G. Pensa
2020 J jnl
Ranking by inspiration: a network science approach.
Mach. Learn.
Livio Bioglio, Valentina Rho, Ruggero G. Pensa
2020 — conf
Tensor Co-clustering: A Parameter-less Approach.
SEBD
Elena Battaglia, Ruggero G. Pensa
2020 B conf
Towards Content Sensitivity Analysis.
IDA
Elena Battaglia, Livio Bioglio, Ruggero G. Pensa
2019 J jnl
A Social Network Simulation Game to Raise Awareness of Privacy Among School Children.
IEEE Trans. Learn. Technol.
Livio Bioglio, Sara Capecchi, Federico Peiretti, Dennis Sayed, Antonella Torasso, Ruggero G. Pensa
2019 — conf
Améliorer la classification semi-supervisée à base de graphes.
EGC
Dino Ienco, Ruggero G. Pensa
2019 B conf
Deep Triplet-Driven Semi-supervised Embedding Clustering.
DS
Dino Ienco, Ruggero G. Pensa
2019 — ed.
ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings
MIDAS/PAP@PKDD/ECML
Carlos Alzate, Anna Monreale, Livio Bioglio, Valerio Bitetta, Ilaria Bordino, Guido Caldarelli, Andrea Ferretti, Riccardo Guidotti, Francesco Gullo, Stefano Pascolutti, Ruggero G. Pensa, Céline Robardet, Tiziano Squartini
2019 J jnl
Network-aware privacy risk estimation in online social networks.
Soc. Netw. Anal. Min.
Ruggero G. Pensa, Gianpiero di Blasi, Livio Bioglio
2019 B conf
Parameter-Less Tensor Co-clustering.
DS
Elena Battaglia, Ruggero G. Pensa
2019 — conf
Privacy Issues in Holistic Recommendations.
UMAP (Adjunct Publication)
Federica Cena, Ruggero G. Pensa, Amon Rapp
2018 — conf
Enhancing Privacy Awareness in Online Social Networks: a Knowledge-Driven Approach.
CIKM Workshops
Ruggero G. Pensa
2018 J jnl
Identification of key films and personalities in the history of cinema from a Western perspective.
Appl. Netw. Sci.
Livio Bioglio, Ruggero G. Pensa
2018 J jnl
M
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
2018 J jnl
M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion.
CoRR
Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
2018 B conf
Semi-Supervised Clustering With Multiresolution Autoencoders.
IJCNN
Dino Ienco, Ruggero G. Pensa
2017 J jnl
A Semisupervised Approach to the Detection and Characterization of Outliers in Categorical Data.
IEEE Trans. Neural Networks Learn. Syst.
Dino Ienco, Ruggero G. Pensa, Rosa Meo
2017 J jnl
A privacy self-assessment framework for online social networks.
Expert Syst. Appl.
Ruggero G. Pensa, Gianpiero di Blasi
2017 C conf
Concept-Enhanced Multi-view Co-clustering of Document Data.
ISMIS
Valentina Rho, Ruggero G. Pensa
2017 — conf
Event-driven TV Programs Web Community Exploration.
HT (Extended Proceedings)
Ruggero G. Pensa, Claudio Schifanella, Luca Vignaroli
2017 Misc conf
Impact of Neighbors on the Privacy of Individuals in Online Social Networks.
ICCS
Livio Bioglio, Ruggero G. Pensa
2017 J jnl
Introduction to the special issue on dynamic networks and knowledge discovery.
Mach. Learn.
Céline Rouveirol, Ruggero G. Pensa, Rushed Kanawati
2017 — conf
Is This Movie a Milestone? Identification of the Most Influential Movies in the History of Cinema.
COMPLEX NETWORKS
Livio Bioglio, Ruggero G. Pensa
2017 B conf
Measuring the Inspiration Rate of Topics in Bibliographic Networks.
DS
Livio Bioglio, Valentina Rho, Ruggero G. Pensa
2017 J jnl
Shaping City Neighborhoods Leveraging Crowd Sensors.
Inf. Syst.
Giuseppe Rizzo, Rosa Meo, Ruggero G. Pensa, Giacomo Falcone, Raphaël Troncy
2017 — conf
TrAnET: Tracking and Analyzing the Evolution of Topics in Information Networks.
ECML/PKDD (3)
Livio Bioglio, Ruggero G. Pensa, Valentina Rho
2016 B conf
A Semi-supervised Approach to Measuring User Privacy in Online Social Networks.
DS
Ruggero G. Pensa, Gianpiero di Blasi
2016 B conf
A centrality-based measure of user privacy in online social networks.
ASONAM
Ruggero G. Pensa, Gianpiero di Blasi
2016 J jnl
Leveraging Cross-Domain Social Media Analytics to Understand TV Topics Popularity.
IEEE Comput. Intell. Mag.
Ruggero G. Pensa, Maria Luisa Sapino, Claudio Schifanella, Luca Vignaroli
2016 J jnl
Positive and unlabeled learning in categorical data.
Neurocomputing
Dino Ienco, Ruggero G. Pensa
2016 J jnl
Recommending multimedia visiting paths in cultural heritage applications.
Multim. Tools Appl.
Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
2015 — ch.
Multimedia Recommendation and Delivery Strategies.
Data Management in Pervasive Systems
Ruggero G. Pensa, Antonio Penta, Maria Luisa Sapino
2014 — conf
A Framework for Recommending Multimedia Cultural Visiting Paths.
SEBD
Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
2014 J jnl
Anonymity preserving sequential pattern mining.
Artif. Intell. Law
Anna Monreale, Dino Pedreschi, Ruggero G. Pensa, Fabio Pinelli
2014 — conf
Geographic Summaries from Crowdsourced Data.
ESWC (Satellite Events)
Giuseppe Rizzo, Giacomo Falcone, Rosa Meo, Ruggero G. Pensa, Raphaël Troncy, Vuk Milicic
2014 J jnl
Hierarchical co-clustering: off-line and incremental approaches.
Data Min. Knowl. Discov.
Ruggero G. Pensa, Dino Ienco, Rosa Meo
2014 J jnl
Leveraging additional knowledge to support coherent bicluster discovery in gene expression data.
Intell. Data Anal.
Alessia Visconti, Francesca Cordero, Ruggero G. Pensa
2014 — ed.
Proceedings of the 2nd International Workshop on Dynamic Networks and Knowledge Discovery, DyNaK 2014, co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), Nancy, France, September 15, 2014.
DyNaK
Rushed Kanawati, Ruggero G. Pensa, Céline Rouveirol
2013 J jnl
Guest Editorial.
Intell. Data Anal.
Ruggero G. Pensa, Francesca Cordero, Céline Rouveirol, Rushed Kanawati
2013 — conf
MeSoOnTV: a media and social-driven ontology-based TV knowledge management system.
HT
Alessio Antonini, Luca Vignaroli, Claudio Schifanella, Ruggero G. Pensa, Maria Luisa Sapino
2013 J jnl
Parameter-less co-clustering for star-structured heterogeneous data.
Data Min. Knowl. Discov.
Dino Ienco, Céline Robardet, Ruggero G. Pensa, Rosa Meo
2013 — conf
Recommending Multimedia Objects in Cultural Heritage Applications.
ICIAP Workshops
Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
2013 — conf
Tracking and analyzing TV content on the web through social and ontological knowledge.
EuroITV
Alessio Antonini, Ruggero G. Pensa, Maria Luisa Sapino, Claudio Schifanella, Raffaele Teraoni Prioletti, Luca Vignaroli
2012 J jnl
From Context to Distance: Learning Dissimilarity for Categorical Data Clustering.
ACM Trans. Knowl. Discov. Data
Dino Ienco, Ruggero G. Pensa, Rosa Meo
2010 J jnl
Co-clustering numerical data under user-defined constraints.
Stat. Anal. Data Min.
Ruggero G. Pensa, Jean-François Boulicaut, Francesca Cordero, Maurizio Atzori
2010 — ed.
Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, Barcelona, Spain, September 24, 2010
DyNaK
Ruggero G. Pensa, Francesca Cordero, Céline Rouveirol, Rushed Kanawati, José A. Troyano, Paolo Rosso
2009 — conf
Anonymous Sequences from Trajectory Data.
SEBD
Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi
2009 B conf
Context-Based Distance Learning for Categorical Data Clustering.
IDA
Dino Ienco, Ruggero G. Pensa, Rosa Meo
2009 — conf
Ontology-Driven Co-clustering of Gene Expression Data.
AI*IA
Francesca Cordero, Ruggero G. Pensa, Alessia Visconti, Dino Ienco, Marco Botta
2009 — conf
Parameter-Free Hierarchical Co-clustering by n-Ary Splits.
ECML/PKDD (1)
Dino Ienco, Ruggero G. Pensa, Rosa Meo
2009 B conf
Social Network Analysis as Knowledge Discovery Process: A Case Study on Digital Bibliography.
ASONAM
Michele Coscia, Fosca Giannotti, Ruggero G. Pensa
2008 — conf
Co-classification sous contraintes par la somme des résidus quadratiques.
EGC
Ruggero G. Pensa, Jean-François Boulicaut
2008 A conf
Constrained Co-clustering of Gene Expression Data.
SDM
Ruggero G. Pensa, Jean-François Boulicaut
2008 — conf
Numerical Data Co-clustering via Sum-Squared Residue Minimization and User-defined Constraint Satisfaction.
SEBD
Ruggero G. Pensa, Jean-François Boulicaut
2008 — conf
Pattern-Preserving k-Anonymization of Sequences and its Application to Mobil- ity Data Mining.
PiLBA
Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi
2008 J jnl
SQUAT: A web tool to mine human, murine and avian SAGE data.
BMC Bioinform.
Johan Leyritz, Stéphane Schicklin, Sylvain Blachon, Céline Keime, Céline Robardet, Jean-François Boulicaut, Jérémy Besson, Ruggero G. Pensa, Olivier Gandrillon
2007 J jnl
Clustering Formal Concepts to Discover Biologically Relevant Knowledge from Gene Expression Data.
Silico Biol.
Sylvain Blachon, Ruggero G. Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut, Olivier Gandrillon
2006 J jnl
Supporting bi-cluster interpretation in 0/1 data by means of local patterns.
Intell. Data Anal.
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
2006 C conf
Towards Constrained Co-clustering in Ordered 0/1 Data Sets.
ISMIS
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
2005 — conf
A Bi-clustering Framework for Categorical Data.
PKDD
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
2005 — conf
Constraint-Based Mining of Fault-Tolerant Patterns from Boolean Data.
KDID
Jérémy Besson, Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
2005 B conf
From Local Pattern Mining to Relevant Bi-cluster Characterization.
IDA
Ruggero G. Pensa, Jean-François Boulicaut
2005 — conf
Towards Fault-Tolerant Formal Concept Analysis.
AI*IA
Ruggero G. Pensa, Jean-François Boulicaut
2004 B conf
A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data.
Discovery Science
Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut
2004 — conf
Assessment of discretization techniques for relevant pattern discovery from gene expression data.
BIOKDD
Ruggero G. Pensa, Claire Leschi, Jérémy Besson, Jean-François Boulicaut
2004 — conf
Boolean Property Encoding for Local Set Pattern Discovery: An Application to Gene Expression Data Analysis.
Local Pattern Detection
Ruggero G. Pensa, Jean-François Boulicaut
2004 — conf
Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining.
Constraint-Based Mining and Inductive Databases
Ruggero G. Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut
2004 — conf
Using Classification and Visualization on Pattern Databases for Gene Expression Data Analysis.
PaRMa
Céline Robardet, Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut