Giuseppe Manco

194 papers A* 6A 11B 9C 11Misc 3Journal 60Unranked 73
YearRankTypeTitle / Venue / Authors
2026 — conf
ARES: Anomaly Recognition Model For Edge Streams.
KDD (1)
Simone Mungari, Albert Bifet, Giuseppe Manco, Bernhard Pfahringer
2025 J jnl
ARES: Anomaly Recognition Model For Edge Streams.
CoRR
Simone Mungari, Albert Bifet, Giuseppe Manco, Bernhard Pfahringer
2025 J jnl
Algorithmic Drift: A simulation framework to study the effects of recommender systems on user preferences.
Inf. Process. Manag.
Erica Coppolillo, Simone Mungari, Ettore Ritacco, Francesco Fabbri, Marco Minici, Francesco Bonchi, Giuseppe Manco
2025 J jnl
Auditing LLM Editorial Bias in News Media Exposure.
CoRR
Marco Minici, Cristian Consonni, Federico Cinus, Giuseppe Manco
2025 J jnl
Breaking domain barriers: mixture of experts for cross-domain fake news detection.
Mach. Learn.
Angelica Liguori, Francesco Sergio Pisani, Carmela Comito, Massimo Guarascio, Giuseppe Manco
2025 — conf
Days of Future Past: Towards Robust Detection of Malware Variants via LLM-Based Embedding Generation.
ICDM (Workshops)
Giacomo Benedetti, Luca Caviglione, Michal Choras, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Antonino Rullo
2025 J jnl
Discovering Domain-Agnostic Fake News Detectors Through Deep Self-Supervised Learning.
IEEE Access
Carmela Comito, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani
2025 J jnl
Disrupting Networks: Amplifying Social Dissensus via Opinion Perturbation and Large Language Models.
CoRR
Erica Coppolillo, Giuseppe Manco
2025 — conf
Engagement-Driven Content Generation with Large Language Models.
KDD (2)
Erica Coppolillo, Federico Cinus, Marco Minici, Francesco Bonchi, Giuseppe Manco
2025 — conf
Flexible Generation of Preference Data for Recommendation Analysis.
KDD (2)
Simone Mungari, Erica Coppolillo, Ettore Ritacco, Giuseppe Manco
2025 — conf
Large language models in the software supply chain: challenges and opportunities.
Ital-IA
Giacomo Benedetti, Luca Caviglione, Carmela Comito, Daniela Gallo, Alberto Falcone, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani, Ettore Ritacco, Antonino Rullo
2025 J jnl
Modeling events and interactions through temporal processes: A survey.
Neurocomputing
Angelica Liguori, Luciano Caroprese, Marco Minici, Bruno Veloso, Francesco Spinnato, Mirco Nanni, Giuseppe Manco, João Gama
2025 J jnl
Modelling Concept Drift in Dynamic Data Streams for Recommender Systems.
Trans. Recomm. Syst.
Luciano Caroprese, Francesco Sergio Pisani, Bruno Miguel Veloso, Matthias König, Giuseppe Manco, Holger H. Hoos, João Gama
2025 — conf
On the Feasibility of Android Stegomalware: A Detection Study.
ITASEC/SERICS
Diego Soi, Silvia Lucia Sanna, Angelica Liguori, Marco Zuppelli, Leonardo Regano, Davide Maiorca, Luca Caviglione, Giuseppe Manco, Giorgio Giacinto
2025 J jnl
Unmasking Conversational Bias in AI Multiagent Systems.
CoRR
Erica Coppolillo, Giuseppe Manco, Luca Maria Aiello
2024 J jnl
A Methodological Approach to Securing Cyber-Physical Systems for Critical Infrastructures.
Future Internet
Antonello Calabrò, Enrico Cambiaso, Manuel Cheminod, Ivan Cibrario Bertolotti, Luca Durante, Agostino Forestiero, Flavio Lombardi, Giuseppe Manco, Eda Marchetti, Albina Orlando, Giuseppe Papuzzo
2024 J jnl
Algorithmic Drift: A Simulation Framework to Study the Effects of Recommender Systems on User Preferences.
CoRR
Erica Coppolillo, Simone Mungari, Ettore Ritacco, Francesco Fabbri, Marco Minici, Francesco Bonchi, Giuseppe Manco
2024 J jnl
Balanced Quality Score: Measuring Popularity Debiasing in Recommendation.
ACM Trans. Intell. Syst. Technol.
Erica Coppolillo, Marco Minici, Ettore Ritacco, Luciano Caroprese, Francesco Sergio Pisani, Giuseppe Manco
2024 — conf
Beyond the Horizon: Using Mixture of Experts for Domain Agnostic Fake News Detection.
DS (2)
Carmela Comito, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani
2024 J jnl
CAP: Detecting Unauthorized Data Usage in Generative Models via Prompt Generation.
CoRR
Daniela Gallo, Angelica Liguori, Ettore Ritacco, Luca Caviglione, Fabrizio Durante, Giuseppe Manco
2024 — ed.
Database and Expert Systems Applications - 35th International Conference, DEXA 2024, Naples, Italy, August 26-28, 2024, Proceedings, Part I
DEXA (1)
Christine Strauss, Toshiyuki Amagasa, Giuseppe Manco, Gabriele Kotsis, A Min Tjoa, Ismail Khalil
2024 — ed.
Database and Expert Systems Applications - 35th International Conference, DEXA 2024, Naples, Italy, August 26-28, 2024, Proceedings, Part II
DEXA (2)
Christine Strauss, Toshiyuki Amagasa, Giuseppe Manco, Gabriele Kotsis, A Min Tjoa, Ismail Khalil
2024 — conf
Dawn of LLM4Cyber: Current Solutions, Challenges, and New Perspectives in Harnessing LLMs for Cybersecurity.
Ital-IA
Luca Caviglione, Carmela Comito, Erica Coppolillo, Daniela Gallo, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Marco Minici, Simone Mungari, Francesco Sergio Pisani, Ettore Ritacco, Antonino Rullo, Paolo Zicari, Marco Zuppelli
2024 J jnl
Engagement-Driven Content Generation with Large Language Models.
CoRR
Erica Coppolillo, Federico Cinus, Marco Minici, Francesco Bonchi, Giuseppe Manco
2024 J jnl
GenRec: A Flexible Data Generator for Recommendations.
CoRR
Erica Coppolillo, Simone Mungari, Ettore Ritacco, Giuseppe Manco
2024 A conf
Integrity 2024: Integrity in Social Networks and Media.
WSDM
Lluís Garcia Pueyo, Symeon Papadopoulos, Prathyusha Senthil Kumar, Aristides Gionis, Panayiotis Tsaparas, Vasilis Verroios, Giuseppe Manco, Anton Andryeyev, Stefano Cresci, Timos Sellis, Anthony McCosker
2024 A* conf
LLASP: Fine-tuning Large Language Models for Answer Set Programming.
KR
Erica Coppolillo, Francesco Calimeri, Giuseppe Manco, Simona Perri, Francesco Ricca
2024 J jnl
LLASP: Fine-tuning Large Language Models for Answer Set Programming.
CoRR
Erica Coppolillo, Francesco Calimeri, Giuseppe Manco, Simona Perri, Francesco Ricca
2024 A conf
Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance.
CIKM
Marco Minici, Federico Cinus, Francesco Bonchi, Giuseppe Manco
2024 J jnl
Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance.
CoRR
Marco Minici, Federico Cinus, Francesco Bonchi, Giuseppe Manco
2024 A* conf
Relevance Meets Diversity: A User-Centric Framework for Knowledge Exploration Through Recommendations.
KDD
Erica Coppolillo, Giuseppe Manco, Aristides Gionis
2024 J jnl
Relevance meets Diversity: A User-Centric Framework for Knowledge Exploration through Recommendations.
CoRR
Erica Coppolillo, Giuseppe Manco, Aristides Gionis
2024 J jnl
Robust anomaly detection via adversarial counterfactual generation.
Knowl. Inf. Syst.
Angelica Liguori, Ettore Ritacco, Francesco Sergio Pisani, Giuseppe Manco
2024 C conf
Siamese Networks for Unsupervised Failure Detection in Smart Industry.
ISMIS
Angelica Liguori, Ettore Ritacco, Giuseppe Benvenuto, Salvatore Iiritano, Giuseppe Manco, Massimiliano Ruffolo
2024 J jnl
Special issue on intelligent systems.
J. Intell. Inf. Syst.
Michelangelo Ceci, Sergio Flesca, Giuseppe Manco, Elio Masciari
2023 J jnl
A federated approach for detecting data hidden in icons of mobile applications delivered via web and multiple stores.
Soc. Netw. Anal. Min.
Nunziato Cassavia, Luca Caviglione, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Marco Zuppelli
2023 J jnl
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis.
J. Intell. Inf. Syst.
Fabrizio Lo Scudo, Ettore Ritacco, Luciano Caroprese, Giuseppe Manco
2023 — conf
Deep Learning/PUF-based Item Identification for Supply Chain Management in a Distributed Ledger Framework.
BCCA
Carmelo Felicetti, Antonella Guzzo, Giuseppe Manco, Francesco Pasqua, Ettore Ritacco, Antonino Rullo, Domenico Saccà
2023 — conf
Fighting Misinformation, Radicalization and Bias in Social Media.
Ital-IA
Erica Coppolillo, Carmela Comito, Marco Minici, Ettore Ritacco, Gianluigi Folino, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco
2023 A conf
Integrity 2023: Integrity in Social Networks and Media.
WSDM
Lluís Garcia Pueyo, Panayiotis Tsaparas, Prathyusha Senthil Kumar, Timos Sellis, Paolo Papotti, Sibel Adali, Giuseppe Manco, Tudor Trufinescu, Gireeja Ranade, James R. Verbus, Mehmet N. Tek, Anthony McCosker
2023 J jnl
Modeling Events and Interactions through Temporal Processes - A Survey.
CoRR
Angelica Liguori, Luciano Caroprese, Marco Minici, Bruno Veloso, Francesco Spinnato, Mirco Nanni, Giuseppe Manco, João Gama
2023 J jnl
Neuro-Symbolic AI for Compliance Checking of Electrical Control Panels.
CoRR
Vito Barbara, Massimo Guarascio, Nicola Leone, Giuseppe Manco, Alessandro Quarta, Francesco Ricca, Ettore Ritacco
2023 J jnl
Neuro-Symbolic AI for Compliance Checking of Electrical Control Panels.
Theory Pract. Log. Program.
Vito Barbara, Massimo Guarascio, Nicola Leone, Giuseppe Manco, Alessandro Quarta, Francesco Ricca, Ettore Ritacco
2023 — conf
Neuro-Symbolic techniques for Predictive Maintenance.
SEBD
Angelica Liguori, Simone Mungari, Ettore Ritacco, Francesco Ricca, Giuseppe Manco, Salvatore Iiritano
2023 — conf
ORISHA: Improving Threat Detection through Orchestrated Information Sharing (Discussion Paper).
SEBD
Luca Caviglione, Carmela Comito, Massimo Guarascio, Giuseppe Manco, Francesco Sergio Pisani, Marco Zuppelli
2023 — conf
Siamese Network for Fake Item Detection.
SEBD
Erica Coppolillo, Daniela Gallo, Angelica Liguori, Simone Mungari, Ettore Ritacco, Giuseppe Manco
2023 — conf
Towards Self-Supervised Cross-Domain Fake News Detection.
ITASEC
Carmela Comito, Francesco Sergio Pisani, Erica Coppolillo, Angelica Liguori, Massimo Guarascio, Giuseppe Manco
2023 — conf
Using AI to face covert attacks in IoT and softwarized scenarios: challenges and opportunities.
Ital-IA
Angelica Liguori, Simone Mungari, Marco Zuppelli, Carmela Comito, Enrico Cambiaso, Matteo Repetto, Massimo Guarascio, Luca Caviglione, Giuseppe Manco
2022 — conf
A Loosely-coupled Neural-symbolic approach to Compliance of Electric Panels.
CILC
Vito Barbara, Dimitri Buelli, Massimo Guarascio, Stefano Ierace, Salvatore Iiritano, Giovanni Laboccetta, Nicola Leone, Giuseppe Manco, Valerio Pesenti, Alessandro Quarta, Francesco Ricca, Ettore Ritacco
2022 J jnl
Boosting Cyber-Threat Intelligence via Collaborative Intrusion Detection.
Future Gener. Comput. Syst.
Massimo Guarascio, Nunziato Cassavia, Francesco Sergio Pisani, Giuseppe Manco
2022 A conf
Cascade-based Echo Chamber Detection.
CIKM
Marco Minici, Federico Cinus, Corrado Monti, Francesco Bonchi, Giuseppe Manco
2022 J jnl
Cascade-based Echo Chamber Detection.
CoRR
Marco Minici, Federico Cinus, Corrado Monti, Francesco Bonchi, Giuseppe Manco
2022 — conf
Detection of Network Covert Channels in IoT Ecosystems Using Machine Learning.
ITASEC
Massimo Guarascio, Marco Zuppelli, Nunziato Cassavia, Giuseppe Manco, Luca Caviglione
2022 J jnl
Detection of Steganographic Threats Targeting Digital Images in Heterogeneous Ecosystems Through Machine Learning.
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl.
Nunziato Cassavia, Luca Caviglione, Massimo Guarascio, Giuseppe Manco, Marco Zuppelli
2022 C ed.
Foundations of Intelligent Systems - 26th International Symposium, ISMIS 2022, Cosenza, Italy, October 3-5, 2022, Proceedings
ISMIS
Michelangelo Ceci, Sergio Flesca, Elio Masciari, Giuseppe Manco, Zbigniew W. Ras
2022 — conf
Generating Synthetic Discrete Datasets with Machine Learning.
SEBD
Giuseppe Manco, Ettore Ritacco, Antonino Rullo, Domenico Saccà, Edoardo Serra
2022 — conf
Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review.
CyberSec4Europe
Erica Coppolillo, Angelica Liguori, Massimo Guarascio, Francesco Sergio Pisani, Giuseppe Manco
2022 J jnl
Machine learning methods for generating high dimensional discrete datasets.
WIREs Data Mining Knowl. Discov.
Giuseppe Manco, Ettore Ritacco, Antonino Rullo, Domenico Saccà, Edoardo Serra
2022 B conf
Revealing MageCart-like Threats in Favicons via Artificial Intelligence.
ARES
Massimo Guarascio, Marco Zuppelli, Nunziato Cassavia, Luca Caviglione, Giuseppe Manco
2022 — conf
Towards Extreme Multi-Label Classification of Multimedia Content.
SEBD
Marco Minici, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco
2021 — conf
A Deep Learning Approach for Unsupervised Failure Detection in Smart Industry (Discussion Paper).
SEBD
Angelica Liguori, Giuseppe Manco, Ettore Ritacco, Massimilano Ruffolo, Salvatore Iiritano
2021 J jnl
A Factorization Approach for Survival Analysis on Diffusion Networks.
IEEE Trans. Knowl. Data Eng.
Giuseppe Manco, Ettore Ritacco, Nicola Barbieri
2021 A* conf
Adversarial Regularized Reconstruction for Anomaly Detection and Generation.
ICDM
Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani, Ettore Ritacco
2021 — conf
Hyper-parameter Optimization for Latent Spaces.
ECML/PKDD (3)
Bruno Veloso, Luciano Caroprese, Matthias König, Sónia Teixeira, Giuseppe Manco, Holger H. Hoos, João Gama
2021 A conf
Learning Ideological Embeddings from Information Cascades.
CIKM
Corrado Monti, Giuseppe Manco, Çigdem Aslay, Francesco Bonchi
2021 J jnl
Learning Ideological Embeddings from Information Cascades.
CoRR
Corrado Monti, Giuseppe Manco, Çigdem Aslay, Francesco Bonchi
2021 — conf
Sanitization of Images Containing Stegomalware via Machine Learning Approaches.
ITASEC
Marco Zuppelli, Giuseppe Manco, Luca Caviglione, Massimo Guarascio
2021 — conf
Unbiasing Collaborative Filtering for Popularity-Aware Recommendation (Discussion Paper).
SEBD
Luciano Caroprese, Giuseppe Manco, Marco Minici, Francesco Sergio Pisani, Ettore Ritacco
2020 — conf
A Deep Learning Approach for Detecting Security Attacks on Blockchain.
ITASEC
Francesco Scicchitano, Angelica Liguori, Massimo Guarascio, Ettore Ritacco, Giuseppe Manco
2020 — book
Complex Pattern Mining - New Challenges, Methods and Applications
Complex Pattern Mining
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2020 C conf
Deep Autoencoder Ensembles for Anomaly Detection on Blockchain.
ISMIS
Francesco Scicchitano, Angelica Liguori, Massimo Guarascio, Ettore Ritacco, Giuseppe Manco
2020 — ed.
ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings
PKDD/ECML Workshops
Irena Koprinska, Michael Kamp, Annalisa Appice, Corrado Loglisci, Luiza Antonie, Albrecht Zimmermann, Riccardo Guidotti, Özlem Özgöbek, Rita P. Ribeiro, Ricard Gavaldà, João Gama, Linara Adilova, Yamuna Krishnamurthy, Pedro M. Ferreira, Donato Malerba, Ibéria Medeiros, Michelangelo Ceci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras, Peter Christen, Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Anna Monreale, Przemyslaw Biecek, Salvatore Rinzivillo, Benjamin Kille, Andreas Lommatzsch, Jon Atle Gulla
2020 — conf
Exploiting Temporal Convolution for Activity Prediction in Process Analytics.
PKDD/ECML Workshops
Francesco Folino, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Luigi Pontieri, Ettore Ritacco
2020 — ed.
New Frontiers in Mining Complex Patterns - 8th International Workshop, NFMCP 2019, Held in Conjunction with ECML-PKDD 2019, - Würzburg, Germany, September 16, 2019, Revised Selected Papers
NFMCP@PKDD/ECML
Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2020 J jnl
Using an autoencoder in the design of an anomaly detector for smart manufacturing.
Pattern Recognit. Lett.
Antonio L. Alfeo, Mario G. C. A. Cimino, Giuseppe Manco, Ettore Ritacco, Gigliola Vaglini
2019 — ch.
Deep Learning.
Encyclopedia of Bioinformatics and Computational Biology (1)
Massimo Guarascio, Giuseppe Manco, Ettore Ritacco
2019 — conf
Deep Sequential Modeling for Recommendation.
SEBD
Giuseppe Manco, Ettore Ritacco, Noveen Sachdeva, Massimo Guarascio
2019 — ch.
Knowledge Discovery in Databases.
Encyclopedia of Bioinformatics and Computational Biology (1)
Massimo Guarascio, Giuseppe Manco, Ettore Ritacco
2019 — ch.
Network Models.
Encyclopedia of Bioinformatics and Computational Biology (1)
Massimo Guarascio, Giuseppe Manco, Ettore Ritacco
2019 — ch.
Network Topology.
Encyclopedia of Bioinformatics and Computational Biology (1)
Giuseppe Manco, Ettore Ritacco, Massimo Guarascio
2019 A conf
Sequential Variational Autoencoders for Collaborative Filtering.
WSDM
Noveen Sachdeva, Giuseppe Manco, Ettore Ritacco, Vikram Pudi
2018 — ch.
20+ Years of Analytics on Complex Data: Impact, Issues, Challenges and Contributions.
A Comprehensive Guide Through the Italian Database Research
Stefano Basta, Giuseppe Manco, Elio Masciari, Luigi Pontieri
2018 — ed.
New Frontiers in Mining Complex Patterns - 6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised Selected Papers
NFMCP@PKDD/ECML
Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2018 C conf
Predicting Temporal Activation Patterns via Recurrent Neural Networks.
ISMIS
Giuseppe Manco, Giuseppe Pirrò, Ettore Ritacco
2018 J jnl
Sequential Variational Autoencoders for Collaborative Filtering.
CoRR
Noveen Sachdeva, Giuseppe Manco, Ettore Ritacco, Vikram Pudi
2018 — conf
Temporal Recurrent Activation Networks.
SEBD
Giuseppe Manco, Giuseppe Pirrò, Ettore Ritacco
2017 — conf
Differential Privacy and Neural Networks: A Preliminary Analysis.
PAP@PKDD/ECML
Giuseppe Manco, Giuseppe Pirrò
2017 J jnl
Efficient Methods for Influence-Based Network-Oblivious Community Detection.
ACM Trans. Intell. Syst. Technol.
Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
2017 J jnl
Fault detection and explanation through big data analysis on sensor streams.
Expert Syst. Appl.
Giuseppe Manco, Ettore Ritacco, Pasquale Rullo, Lorenzo Gallucci, Will Astill, Dianne Kimber, Marco Antonelli
2017 J jnl
Outlying property detection with numerical attributes.
Data Min. Knowl. Discov.
Fabrizio Angiulli, Fabio Fassetti, Giuseppe Manco, Luigi Palopoli
2017 — conf
Survival Factorization on Diffusion Networks.
ECML/PKDD (1)
Nicola Barbieri, Giuseppe Manco, Ettore Ritacco
2016 J jnl
How Can SMEs Benefit from Big Data? Challenges and a Path Forward.
Qual. Reliab. Eng. Int.
Shirley Coleman, Rainer Göb, Giuseppe Manco, Antonio Pievatolo, Xavier Tort-Martorell, Marco Seabra dos Reis
2016 — ed.
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part I
ECML/PKDD (1)
Paolo Frasconi, Niels Landwehr, Giuseppe Manco, Jilles Vreeken
2016 — ed.
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II
ECML/PKDD (2)
Paolo Frasconi, Niels Landwehr, Giuseppe Manco, Jilles Vreeken
2016 — ed.
New Frontiers in Mining Complex Patterns - 4th International Workshop, NFMCP 2015, Held in Conjunction with ECML-PKDD 2015, Porto, Portugal, September 7, 2015, Revised Selected Papers
NFMCP
Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2016 J jnl
Recent advances in mining patterns from complex data.
J. Intell. Inf. Syst.
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari
2016 J jnl
Rialto: A Knowledge Discovery suite for data analysis.
Expert Syst. Appl.
Giuseppe Manco, Pasquale Rullo, Lorenzo Gallucci, Mirko Paturzo
2015 — ed.
New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers
NFMCP
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2014 — conf
A Generative Bayesian Model for Item and User Recommendation in Social Rating Networks with Trust Relationships.
ECML/PKDD (1)
Gianni Costa, Giuseppe Manco, Riccardo Ortale
2014 J jnl
Dealing with trajectory streams by clustering and mathematical transforms.
J. Intell. Inf. Syst.
Gianni Costa, Giuseppe Manco, Elio Masciari
2014 J jnl
Mining complex patterns.
J. Intell. Inf. Syst.
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari, Giuseppe Manco
2014 — ed.
New Frontiers in Mining Complex Patterns - Second International Workshop, NFMCP 2013, Held in Conjunction with ECML-PKDD 2013, Prague, Czech Republic, September 27, 2013, Revised Selected Papers
NFMCP
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2014 — book
Probabilistic Approaches to Recommendations
Nicola Barbieri, Giuseppe Manco, Ettore Ritacco
2014 A* conf
Who to follow and why: link prediction with explanations.
KDD
Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
2013 A conf
Cascade-based community detection.
WSDM
Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
2013 J jnl
Hierarchical clustering of XML documents focused on structural components.
Data Knowl. Eng.
Gianni Costa, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco
2013 A* conf
Influence-Based Network-Oblivious Community Detection.
ICDM
Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
2013 — ed.
New Frontiers in Mining Complex Patterns - First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Revised Selected Papers
NFMCP
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2013 J jnl
Outlying Property Detection with Numerical Attributes.
CoRR
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Giuseppe Manco
2013 J jnl
Probabilistic topic models for sequence data.
Mach. Learn.
Nicola Barbieri, Giuseppe Manco, Ettore Ritacco, Marco Carnuccio, Antonio Bevacqua
2013 J jnl
Topic-aware social influence propagation models.
Knowl. Inf. Syst.
Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
2013 — conf
Towards Topic-aware Social Influence Propagation Models.
SEBD
Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
2012 A conf
Balancing Prediction and Recommendation Accuracy: Hierarchical Latent Factors for Preference Data.
SDM
Nicola Barbieri, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco
2012 B conf
Effective Detection of XML Outliers.
KES
Alfredo Cuzzocrea, Giuseppe Manco, Elio Masciari
2012 — conf
Effectively Grouping Trajectory Streams.
NFMCP
Gianni Costa, Giuseppe Manco, Elio Masciari
2012 — conf
Hierarchical Latent Factors for Preference Data.
SEBD
Nicola Barbieri, Giuseppe Manco, Ettore Ritacco
2012 — conf
Probabilistic Sequence Modeling for Recommender Systems.
KDIR
Nicola Barbieri, Antonio Bevacqua, Marco Carnuccio, Giuseppe Manco, Ettore Ritacco
2012 A* conf
Topic-Aware Social Influence Propagation Models.
ICDM
Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
2012 C conf
XML class outlier detection.
IDEAS
Giuseppe Manco, Elio Masciari
2011 C conf
A Block Coclustering Model for Pattern Discovering in Users' Preference Data.
IC3K
Nicola Barbieri, Gianni Costa, Giuseppe Manco, Ettore Ritacco
2011 — conf
A Probabilistic Hierarchical Approach for Pattern Discovery in Collaborative Filtering Data (Extended Abstract).
SEBD
Nicola Barbieri, Giuseppe Manco, Ettore Ritacco
2011 A conf
A Probabilistic Hierarchical Approach for Pattern Discovery in Collaborative Filtering Data.
SDM
Nicola Barbieri, Giuseppe Manco, Ettore Ritacco
2011 — conf
An Analysis of Probabilistic Methods for Top-N Recommendation in Collaborative Filtering.
ECML/PKDD (1)
Nicola Barbieri, Giuseppe Manco
2011 — conf
Characterizing Relationships through Co-clustering - A Probabilistic Approach.
KDIR
Nicola Barbieri, Gianni Costa, Giuseppe Manco, Ettore Ritacco
2011 — ch.
Data De-duplication: A Review.
Learning Structure and Schemas from Documents
Gianni Costa, Alfredo Cuzzocrea, Giuseppe Manco, Riccardo Ortale
2011 J jnl
From global to local and viceversa: uses of associative rule learning for classification in imprecise environments.
Knowl. Inf. Syst.
Gianni Costa, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco
2011 A conf
Modeling item selection and relevance for accurate recommendations: a bayesian approach.
RecSys
Nicola Barbieri, Gianni Costa, Giuseppe Manco, Riccardo Ortale
2010 — conf
A Block Mixture Model for Pattern Discovery in Preference Data.
ICDM Workshops
Nicola Barbieri, Massimo Guarascio, Giuseppe Manco
2010 J jnl
An incremental clustering scheme for data de-duplication.
Data Min. Knowl. Discov.
Gianni Costa, Giuseppe Manco, Riccardo Ortale
2010 — conf
Fast and Effective Hierarchical Clustering of XML Documents by Structure.
SEBD
Gianni Costa, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco
2010 Misc conf
Mining models of exceptional objects through rule learning.
SAC
Gianni Costa, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Riccardo Ortale
2009 — conf
A Hierarchical Rule-based Framework for Accurate Classification in Imprecise Domains.
SEBD
Gianni Costa, Massimo Guarascio, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco
2009 B conf
Clustering Relational Data: A Transactional Approach.
ICTAI
Gianni Costa, Alfredo Cuzzocrea, Giuseppe Manco, Riccardo Ortale
2009 — conf
High Quality True-Positive Prediction for Fiscal Fraud Detection.
ICDM Workshops
Stefano Basta, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Fosca Giannotti, Dino Pedreschi, Laura Spinsanti, Gianfilippo Papi, Stefano Pisani
2009 B conf
Rule Learning with Probabilistic Smoothing.
DaWaK
Gianni Costa, Massimo Guarascio, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco
2009 J jnl
SNIPER: A Data Mining Methodology for Fiscal Fraud Detection.
ERCIM News
Stefano Basta, Fosca Giannotti, Giuseppe Manco, Dino Pedreschi, Laura Spinsanti
2008 Misc conf
A hierarchical model-based approach to co-clustering high-dimensional data.
SAC
Gianni Costa, Giuseppe Manco, Riccardo Ortale
2008 J jnl
Boosting text segmentation via progressive classification.
Knowl. Inf. Syst.
Eugenio Cesario, Francesco Folino, Antonio Locane, Giuseppe Manco, Riccardo Ortale
2008 — conf
DAEDALUS: A knowledge discovery analysis framework for movement data.
SEBD
Riccardo Ortale, Ettore Ritacco, Nikos Pelekis, Roberto Trasarti, Gianni Costa, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Yannis Theodoridis
2008 J jnl
Mining categories for emails via clustering and pattern discovery.
J. Intell. Inf. Syst.
Giuseppe Manco, Elio Masciari, Andrea Tagarelli
2008 — ch.
Querying and Reasoning for Spatiotemporal Data Mining.
Mobility, Data Mining and Privacy
Giuseppe Manco, Miriam Baglioni, Fosca Giannotti, Bart Kuijpers, Alessandra Raffaetà, Chiara Renso
2008 — conf
The DAEDALUS framework: progressive querying and mining of movement data.
GIS
Riccardo Ortale, Ettore Ritacco, Nikos Pelekis, Roberto Trasarti, Gianni Costa, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Yannis Theodoridis
2007 — conf
A Hierarchical Probabilistic Model for Co-Clustering High-Dimensional Data.
SEBD
Gianni Costa, Francesco Folino, Giuseppe Manco, Riccardo Ortale
2007 — conf
Data Mining for Effective Risk Analysis in a Bank Intelligence Scenario.
ICDE Workshops
Gianni Costa, Francesco Folino, Antonio Locane, Giuseppe Manco, Riccardo Ortale
2007 J jnl
Exploiting structural similarity for effective Web information extraction.
Data Knowl. Eng.
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
2007 J jnl
Mining unconnected patterns in workflows.
Inf. Syst.
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
2007 J jnl
Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data.
IEEE Trans. Knowl. Data Eng.
Eugenio Cesario, Giuseppe Manco, Riccardo Ortale
2006 C conf
Effective Incremental Clustering for Duplicate Detection in Large Databases.
IDEAS
Francesco Folino, Giuseppe Manco, Luigi Pontieri
2006 — conf
Effective Incremental Clustering for Duplicate Detection in Large Databases.
SEBD
Francesco Folino, Giuseppe Manco, Luigi Pontieri
2006 — conf
Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data.
SEBD
Eugenio Cesario, Giuseppe Manco, Riccardo Ortale
2005 — conf
A Data Mining-based Framework for GridWorkflow Management.
QSIC
Antonio Congiusta, Domenico Talia, Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Luigi Pontieri, Domenico Saccà
2005 C conf
An Incremental Clustering Scheme for Duplicate Detection in Large Databases.
IDEAS
Eugenio Cesario, Francesco Folino, Giuseppe Manco, Luigi Pontieri
2005 — conf
Exploiting Structural Similarity For Effective Web Information Extraction.
Foundations of Semistructured Data
Elio Masciari, Sergio Flesca, Giuseppe Manco, Luigi Pontieri, Andrea Pugliese
2005 J jnl
Fast Detection of XML Structural Similarity.
IEEE Trans. Knowl. Data Eng.
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
2005 — conf
Mining Correlations in Workflows Executions.
SEBD
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
2005 A conf
Mining Unconnected Patterns in Workflows.
SDM
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
2005 J jnl
Mining and Reasoning on Workflows.
IEEE Trans. Knowl. Data Eng.
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
2005 — conf
RecBoost: A Supervised Approach to Text Segmentation.
SEBD
Eugenio Cesario, Francesco Folino, Antonio Locane, Giuseppe Manco, Riccardo Ortale
2004 — conf
A Tree-Based Approach to Clustering XML Documents by Structure.
PKDD
Gianni Costa, Giuseppe Manco, Riccardo Ortale, Andrea Tagarelli
2004 — conf
Clustering of XML Documents by Structure based on Tree Matching and Merging.
SEBD
Gianni Costa, Giuseppe Manco, Riccardo Ortale, Andrea Tagarelli
2004 J jnl
Eureka!: an interactive and visual knowledge discovery tool.
J. Vis. Lang. Comput.
Giuseppe Manco, Clara Pizzuti, Domenico Talia
2004 — conf
Mining Constrained Graphs: The Case of Workflow Systems.
Constraint-Based Mining and Inductive Databases
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Luigi Pontieri, Domenico Saccà
2004 J jnl
Specifying Mining Algorithms with Iterative User-Defined Aggregates.
IEEE Trans. Knowl. Data Eng.
Fosca Giannotti, Giuseppe Manco, Franco Turini
2004 — ch.
Towards a Logic Query Language for Data Mining.
Database Support for Data Mining Applications
Fosca Giannotti, Giuseppe Manco, Franco Turini
2004 J jnl
Web wrapper induction: a brief survey.
AI Commun.
Sergio Flesca, Giuseppe Manco, Elio Masciari, Eugenio Rende, Andrea Tagarelli
2003 — conf
Logical Languages for Data Mining.
Logics for Emerging Applications of Databases
Fosca Giannotti, Giuseppe Manco, Jef Wijsen
2003 B conf
Mining Frequent Instances on Workflows.
PAKDD
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
2003 Misc conf
Similarity-Based Clustering of Web Transactions.
SAC
Giuseppe Manco, Riccardo Ortale, Domenico Saccà
2002 B conf
A Framework for Adaptive Mail Classification.
ICTAI
Giuseppe Manco, Elio Masciari, Andrea Tagarelli
2002 — conf
Characterizing Web User Accesses: A Transactional Approach to Web Log Clustering.
ITCC
Fosca Giannotti, Cristian Gozzi, Giuseppe Manco
2002 — conf
Clustering Transactional Data.
PKDD
Fosca Giannotti, Cristian Gozzi, Giuseppe Manco
2002 — conf
Detecting Structural Similarities between XML Documents.
WebDB
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
2002 C conf
Eureka! : A Tool for Interactive Knowledge Discovery.
DEXA
Giuseppe Manco, Clara Pizzuti, Domenico Talia
2002 — conf
Fast Detection of XML Structural Similarity.
SEBD
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
2002 B conf
LDL-M
JELIA
Fosca Giannotti, Giuseppe Manco
2001 — conf
Clustering Transactional Data.
SEBD
Fosca Giannotti, Cristian Gozzi, Giuseppe Manco
2001 — conf
Data Mining for Intelligent Web Caching.
ITCC
Francesco Bonchi, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Mirco Nanni, Dino Pedreschi, Salvatore Ruggieri
2001 J jnl
Nondeterministic, Nonmonotonic Logic Databases.
IEEE Trans. Knowl. Data Eng.
Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi
2001 — conf
Specifying Mining Algorithms with Iterative User-Defined Aggregates: A Case Study.
PKDD
Fosca Giannotti, Giuseppe Manco, Franco Turini
2001 J jnl
Web log data warehousing and mining for intelligent web caching.
Data Knowl. Eng.
Francesco Bonchi, Fosca Giannotti, Cristian Gozzi, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Chiara Renso, Salvatore Ruggieri
2000 C conf
Declarative Knowledge Extraction with Interactive User-Defined Aggregates.
FQAS
Fosca Giannotti, Giuseppe Manco
2000 B conf
Making Knowledge Extraction and Reasoning Closer.
PAKDD
Fosca Giannotti, Giuseppe Manco
1999 — conf
Experiences with a Logic-Based Knowledge Discovery Support Environment.
AI*IA
Fosca Giannotti, Giuseppe Manco, Dino Pedreschi, Franco Turini
1999 — conf
Experiences with a Logic-based knowledge discovery Support Environment.
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery
Fosca Giannotti, Giuseppe Manco, Dino Pedreschi, Franco Turini
1999 — conf
Integration of Deduction and Induction for Mining Supermarket Sales Data.
SEBD
Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Franco Turini
1999 — conf
Querying Inductive Databases via Logic-Based User-Defined Aggregates.
PKDD
Fosca Giannotti, Giuseppe Manco
1999 — conf
Querying inductive Databases via Logic-Based user-defined aggregates.
APPIA-GULP-PRODE
Fosca Giannotti, Giuseppe Manco
1998 B conf
On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases.
CSL
Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi
1998 C conf
Query Answering in Nondeterministic, Nonmonotonic Logic Databases.
FQAS
Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi
1997 — conf
A Deductive Data Model for Representing and Querying Semistructured Data.
APPIA-GULP-PRODE
Fosca Giannotti, Giuseppe Manco, Dino Pedreschi
1997 — conf
Datalog++: A Basis for Active Object-Oriented Databases.
DOOD
Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi
1997 — conf
Datalog++: a Basis for Active Object.Oriented Databases.
SEBD
Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi
1996 — conf
Modeling Object Dynamics in Object-Oriented Logic Programming.
APPIA-GULP-PRODE
Giuseppe Manco, Alessandra Raffaetà, Franco Turini
1995 — conf
A Structural (Meta-Logical) Semantics for Linear Objects.
GULP-PRODE
Giuseppe Manco, Franco Turini