Ruggero G. Pensa

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 42

Top Topics

Categorical Data

Online Social Networks

Differentially Private

Supervised Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Elena Battaglia, Federico Peiretti, Ruggero G. Pensa
Fast parameterless prototype-based co-clustering. Mach. Learn. 113 (4) (2024)
Sara Capecchi, Antonio Lieto, Federica Patti, Ruggero G. Pensa, Amon Rapp, Fabiana Vernero, Sandra Zingaro
A Gamified Platform to Support Educational Activities About Fake News in Social Media. IEEE Trans. Learn. Technol. 17 (2024)
Federico Peiretti, Ruggero G. Pensa
Detection of Privacy-Harming Social Media Posts in Italian. SocialSec (2023)
Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
FairSwiRL: fair semi-supervised classification with representation learning. Mach. Learn. 112 (9) (2023)
Elena Battaglia, Ruggero G. Pensa
A parameter-less algorithm for tensor co-clustering. Mach. Learn. 112 (2) (2023)
Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
Fair Semi-supervised Representation Learning for Tabular Data Classification. SEBD (2023)
Livio Bioglio, Ruggero G. Pensa
Analysis and classification of privacy-sensitive content in social media posts. EPJ Data Sci. 11 (1) (2022)
Elena Battaglia, Simone Celano, Ruggero G. Pensa
Differentially Private Distance Learning in Categorical Data. Data Min. Knowl. Discov. 35 (5) (2021)
Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
An Inductive Framework for Semi-supervised Learning (Discussion Paper). SEBD (2021)
Elena Battaglia, Ruggero G. Pensa
DP-DILCA: Learning Differentially Private Context-based Distances for Categorical Data (Discussion Paper). SEBD (2021)
Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
: A generic framework for semi-supervised inductive learning. Neurocomputing 447 (2021)
Elena Battaglia, Livio Bioglio, Ruggero G. Pensa
Towards Content Sensitivity Analysis. IDA (2020)
Livio Bioglio, Valentina Rho, Ruggero G. Pensa
Ranking by inspiration: a network science approach. Mach. Learn. 109 (6) (2020)
Dino Ienco, Ruggero G. Pensa
Enhancing Graph-Based Semisupervised Learning via Knowledge-Aware Data Embedding. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Elena Battaglia, Livio Bioglio, Ruggero G. Pensa
Classification-based Content Sensitivity Analysis. SEBD (2020)
Elena Battaglia, Ruggero G. Pensa
Tensor Co-clustering: A Parameter-less Approach. SEBD (2020)
Livio Bioglio, Sara Capecchi, Federico Peiretti, Dennis Sayed, Antonella Torasso, Ruggero G. Pensa
A Social Network Simulation Game to Raise Awareness of Privacy Among School Children. IEEE Trans. Learn. Technol. 12 (4) (2019)
Federica Cena, Ruggero G. Pensa, Amon Rapp
Privacy Issues in Holistic Recommendations. UMAP (Adjunct Publication) (2019)
Elena Battaglia, Ruggero G. Pensa
Parameter-Less Tensor Co-clustering. DS (2019)
Ruggero G. Pensa, Gianpiero di Blasi, Livio Bioglio
Network-aware privacy risk estimation in online social networks. Soc. Netw. Anal. Min. 9 (1) (2019)
Dino Ienco, Ruggero G. Pensa
Améliorer la classification semi-supervisée à base de graphes. EGC (2019)
Dino Ienco, Ruggero G. Pensa
Deep Triplet-Driven Semi-supervised Embedding Clustering. DS (2019)
Dino Ienco, Ruggero G. Pensa
Semi-Supervised Clustering With Multiresolution Autoencoders. IJCNN (2018)
Livio Bioglio, Ruggero G. Pensa
Identification of key films and personalities in the history of cinema from a Western perspective. Appl. Netw. Sci. 3 (1) (2018)
Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Ruggero G. Pensa
Enhancing Privacy Awareness in Online Social Networks: a Knowledge-Driven Approach. CIKM Workshops (2018)
Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. CoRR (2018)
Giuseppe Rizzo, Rosa Meo, Ruggero G. Pensa, Giacomo Falcone, Raphaël Troncy
Shaping City Neighborhoods Leveraging Crowd Sensors. Inf. Syst. 64 (2017)
Valentina Rho, Ruggero G. Pensa
Concept-Enhanced Multi-view Co-clustering of Document Data. ISMIS (2017)
Livio Bioglio, Ruggero G. Pensa
Impact of Neighbors on the Privacy of Individuals in Online Social Networks. ICCS (2017)
Livio Bioglio, Ruggero G. Pensa
Is This Movie a Milestone? Identification of the Most Influential Movies in the History of Cinema. COMPLEX NETWORKS (2017)
Ruggero G. Pensa, Claudio Schifanella, Luca Vignaroli
Event-driven TV Programs Web Community Exploration. HT (Extended Proceedings) (2017)
Ruggero G. Pensa, Gianpiero di Blasi
A privacy self-assessment framework for online social networks. Expert Syst. Appl. 86 (2017)
Céline Rouveirol, Ruggero G. Pensa, Rushed Kanawati
Introduction to the special issue on dynamic networks and knowledge discovery. Mach. Learn. 106 (8) (2017)
Dino Ienco, Ruggero G. Pensa, Rosa Meo
A Semisupervised Approach to the Detection and Characterization of Outliers in Categorical Data. IEEE Trans. Neural Networks Learn. Syst. 28 (5) (2017)
Livio Bioglio, Valentina Rho, Ruggero G. Pensa
Measuring the Inspiration Rate of Topics in Bibliographic Networks. DS (2017)
Livio Bioglio, Ruggero G. Pensa, Valentina Rho
TrAnET: Tracking and Analyzing the Evolution of Topics in Information Networks. ECML/PKDD (3) (2017)
Ruggero G. Pensa, Gianpiero di Blasi
A centrality-based measure of user privacy in online social networks. ASONAM (2016)
Dino Ienco, Ruggero G. Pensa
Positive and unlabeled learning in categorical data. Neurocomputing 196 (2016)
Ruggero G. Pensa, Gianpiero di Blasi
A Semi-supervised Approach to Measuring User Privacy in Online Social Networks. DS (2016)
Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
Recommending multimedia visiting paths in cultural heritage applications. Multim. Tools Appl. 75 (7) (2016)
Ruggero G. Pensa, Maria Luisa Sapino, Claudio Schifanella, Luca Vignaroli
Leveraging Cross-Domain Social Media Analytics to Understand TV Topics Popularity. IEEE Comput. Intell. Mag. 11 (3) (2016)
Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
A Framework for Recommending Multimedia Cultural Visiting Paths. SEBD (2014)
Anna Monreale, Dino Pedreschi, Ruggero G. Pensa, Fabio Pinelli
Anonymity preserving sequential pattern mining. Artif. Intell. Law 22 (2) (2014)
Ruggero G. Pensa, Dino Ienco, Rosa Meo
Hierarchical co-clustering: off-line and incremental approaches. Data Min. Knowl. Discov. 28 (1) (2014)
Giuseppe Rizzo, Giacomo Falcone, Rosa Meo, Ruggero G. Pensa, Raphaël Troncy, Vuk Milicic
Geographic Summaries from Crowdsourced Data. ESWC (Satellite Events) (2014)
Alessia Visconti, Francesca Cordero, Ruggero G. Pensa
Leveraging additional knowledge to support coherent bicluster discovery in gene expression data. Intell. Data Anal. 18 (5) (2014)
Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
Recommending Multimedia Objects in Cultural Heritage Applications. ICIAP Workshops (2013)
Alessio Antonini, Luca Vignaroli, Claudio Schifanella, Ruggero G. Pensa, Maria Luisa Sapino
MeSoOnTV: a media and social-driven ontology-based TV knowledge management system. HT (2013)
Dino Ienco, Céline Robardet, Ruggero G. Pensa, Rosa Meo
Parameter-less co-clustering for star-structured heterogeneous data. Data Min. Knowl. Discov. 26 (2) (2013)
Alessio Antonini, Ruggero G. Pensa, Maria Luisa Sapino, Claudio Schifanella, Raffaele Teraoni Prioletti, Luca Vignaroli
Tracking and analyzing TV content on the web through social and ontological knowledge. EuroITV (2013)
Ruggero G. Pensa, Francesca Cordero, Céline Rouveirol, Rushed Kanawati
Guest Editorial. Intell. Data Anal. 17 (1) (2013)
Dino Ienco, Ruggero G. Pensa, Rosa Meo
From Context to Distance: Learning Dissimilarity for Categorical Data Clustering. ACM Trans. Knowl. Discov. Data 6 (1) (2012)
Ruggero G. Pensa, Jean-François Boulicaut, Francesca Cordero, Maurizio Atzori
Co-clustering numerical data under user-defined constraints. Stat. Anal. Data Min. 3 (1) (2010)
Francesca Cordero, Ruggero G. Pensa, Alessia Visconti, Dino Ienco, Marco Botta
Ontology-Driven Co-clustering of Gene Expression Data. AI*IA (2009)
Michele Coscia, Fosca Giannotti, Ruggero G. Pensa
Social Network Analysis as Knowledge Discovery Process: A Case Study on Digital Bibliography. ASONAM (2009)
Dino Ienco, Ruggero G. Pensa, Rosa Meo
Parameter-Free Hierarchical Co-clustering by n-Ary Splits. ECML/PKDD (1) (2009)
Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi
Anonymous Sequences from Trajectory Data. SEBD (2009)
Dino Ienco, Ruggero G. Pensa, Rosa Meo
Context-Based Distance Learning for Categorical Data Clustering. IDA (2009)
Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi
Pattern-Preserving k-Anonymization of Sequences and its Application to Mobil- ity Data Mining. PiLBA (2008)
Ruggero G. Pensa, Jean-François Boulicaut
Numerical Data Co-clustering via Sum-Squared Residue Minimization and User-defined Constraint Satisfaction. SEBD (2008)
Ruggero G. Pensa, Jean-François Boulicaut
Constrained Co-clustering of Gene Expression Data. SDM (2008)
Johan Leyritz, Stéphane Schicklin, Sylvain Blachon, Céline Keime, Céline Robardet, Jean-François Boulicaut, Jérémy Besson, Ruggero G. Pensa, Olivier Gandrillon
SQUAT: A web tool to mine human, murine and avian SAGE data. BMC Bioinform. 9 (2008)
Ruggero G. Pensa, Jean-François Boulicaut
Co-classification sous contraintes par la somme des résidus quadratiques. EGC (2008)
Sylvain Blachon, Ruggero G. Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut, Olivier Gandrillon
Clustering Formal Concepts to Discover Biologically Relevant Knowledge from Gene Expression Data. Silico Biol. 7 (4-5) (2007)
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
Towards Constrained Co-clustering in Ordered 0/1 Data Sets. ISMIS (2006)
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
Supporting bi-cluster interpretation in 0/1 data by means of local patterns. Intell. Data Anal. 10 (5) (2006)
Ruggero G. Pensa, Jean-François Boulicaut
Towards Fault-Tolerant Formal Concept Analysis. AI*IA (2005)
Ruggero G. Pensa, Jean-François Boulicaut
From Local Pattern Mining to Relevant Bi-cluster Characterization. IDA (2005)
Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
A Bi-clustering Framework for Categorical Data. PKDD (2005)
Jérémy Besson, Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut
Constraint-Based Mining of Fault-Tolerant Patterns from Boolean Data. KDID (2005)
Ruggero G. Pensa, Claire Leschi, Jérémy Besson, Jean-François Boulicaut
Assessment of discretization techniques for relevant pattern discovery from gene expression data. BIOKDD (2004)
Céline Robardet, Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut
Using Classification and Visualization on Pattern Databases for Gene Expression Data Analysis. PaRMa (2004)
Ruggero G. Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut
Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining. Constraint-Based Mining and Inductive Databases (2004)
Ruggero G. Pensa, Jean-François Boulicaut
Boolean Property Encoding for Local Set Pattern Discovery: An Application to Gene Expression Data Analysis. Local Pattern Detection (2004)
Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut
A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data. Discovery Science (2004)