Giuseppe Manco
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
49
Venues
21
Active years
1998–2026
Best venue rank
A*
Where they publish
Papers
49 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ISMIS | MalARN: An Adversarial Reconstruction Network for Improving Detection of Evolving Malware. | Francesco Pasqualatto, Luca Caviglione, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Ettore Ritacco, Antonino Rullo |
| 2026 | KDD | ARES: Anomaly Recognition Model For Edge Streams. | Simone Mungari, Albert Bifet, Giuseppe Manco, Bernhard Pfahringer |
| 2025 | ICDM | Days of Future Past: Towards Robust Detection of Malware Variants via LLM-Based Embedding Generation. | Giacomo Benedetti, Luca Caviglione, Michal Choras, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Antonino Rullo |
| 2025 | KDD | Engagement-Driven Content Generation with Large Language Models. | Erica Coppolillo, Federico Cinus, Marco Minici, Francesco Bonchi, Giuseppe Manco |
| 2025 | KDD | Flexible Generation of Preference Data for Recommendation Analysis. | Simone Mungari, Erica Coppolillo, Ettore Ritacco, Giuseppe Manco |
| 2024 | CIKM | Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance. | Marco Minici, Federico Cinus, Francesco Bonchi, Giuseppe Manco |
| 2024 | DIS | Beyond the Horizon: Using Mixture of Experts for Domain Agnostic Fake News Detection. | Carmela Comito, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani |
| 2024 | ISMIS | Siamese Networks for Unsupervised Failure Detection in Smart Industry. | Angelica Liguori, Ettore Ritacco, Giuseppe Benvenuto, Salvatore Iiritano, Giuseppe Manco, Massimiliano Ruffolo |
| 2024 | KDD | Relevance Meets Diversity: A User-Centric Framework for Knowledge Exploration Through Recommendations. | Erica Coppolillo, Giuseppe Manco, Aristides Gionis |
| 2024 | KR | LLASP: Fine-tuning Large Language Models for Answer Set Programming. | Erica Coppolillo, Francesco Calimeri, Giuseppe Manco, Simona Perri, Francesco Ricca |
| 2024 | WSDM | Integrity 2024: Integrity in Social Networks and Media. | Llus Garcia Pueyo, Symeon Papadopoulos, Prathyusha Senthil Kumar, Aristides Gionis, Panayiotis Tsaparas, Vasilis Verroios, Giuseppe Manco, Anton Andryeyev, Stefano Cresci, Timos Sellis, Anthony McCosker |
| 2023 | WSDM | Integrity 2023: Integrity in Social Networks and Media. | Llus 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 |
| 2022 | CIKM | Cascade-based Echo Chamber Detection. | Marco Minici, Federico Cinus, Corrado Monti, Francesco Bonchi, Giuseppe Manco |
| 2021 | CIKM | Learning Ideological Embeddings from Information Cascades. | Corrado Monti, Giuseppe Manco, igdem Aslay, Francesco Bonchi |
| 2021 | ICDM | Adversarial Regularized Reconstruction for Anomaly Detection and Generation. | Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani, Ettore Ritacco |
| 2020 | ISMIS | Deep Autoencoder Ensembles for Anomaly Detection on Blockchain. | Francesco Scicchitano, Angelica Liguori, Massimo Guarascio, Ettore Ritacco, Giuseppe Manco |
| 2019 | WSDM | Sequential Variational Autoencoders for Collaborative Filtering. | Noveen Sachdeva, Giuseppe Manco, Ettore Ritacco, Vikram Pudi |
| 2018 | ISMIS | Predicting Temporal Activation Patterns via Recurrent Neural Networks. | Giuseppe Manco, Giuseppe Pirr, Ettore Ritacco |
| 2014 | KDD | Who to follow and why: link prediction with explanations. | Nicola Barbieri, Francesco Bonchi, Giuseppe Manco |
| 2013 | ICDM | Influence-Based Network-Oblivious Community Detection. | Nicola Barbieri, Francesco Bonchi, Giuseppe Manco |
| 2013 | WSDM | Cascade-based community detection. | Nicola Barbieri, Francesco Bonchi, Giuseppe Manco |
| 2012 | IC3K | Probabilistic Sequence Modeling for Recommender Systems. | Nicola Barbieri, Antonio Bevacqua, Marco Carnuccio, Giuseppe Manco, Ettore Ritacco |
| 2012 | ICDM | Topic-Aware Social Influence Propagation Models. | Nicola Barbieri, Francesco Bonchi, Giuseppe Manco |
| 2012 | IDEAS | XML class outlier detection. | Giuseppe Manco, Elio Masciari |
| 2012 | KES | Effective Detection of XML Outliers. | Alfredo Cuzzocrea, Giuseppe Manco, Elio Masciari |
| 2012 | SDM | Balancing Prediction and Recommendation Accuracy: Hierarchical Latent Factors for Preference Data. | Nicola Barbieri, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco |
| 2011 | IC3K | Characterizing Relationships through Co-clustering - A Probabilistic Approach. | Nicola Barbieri, Gianni Costa, Giuseppe Manco, Ettore Ritacco |
| 2011 | IC3K | A Block Coclustering Model for Pattern Discovering in Users' Preference Data. | Nicola Barbieri, Gianni Costa, Giuseppe Manco, Ettore Ritacco |
| 2011 | RecSys | Modeling item selection and relevance for accurate recommendations: a bayesian approach. | Nicola Barbieri, Gianni Costa, Giuseppe Manco, Riccardo Ortale |
| 2011 | SDM | A Probabilistic Hierarchical Approach for Pattern Discovery in Collaborative Filtering Data. | Nicola Barbieri, Giuseppe Manco, Ettore Ritacco |
| 2010 | ICDM | A Block Mixture Model for Pattern Discovery in Preference Data. | Nicola Barbieri, Massimo Guarascio, Giuseppe Manco |
| 2010 | SAC | Mining models of exceptional objects through rule learning. | Gianni Costa, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Riccardo Ortale |
| 2009 | DaWaK | Rule Learning with Probabilistic Smoothing. | Gianni Costa, Massimo Guarascio, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco |
| 2009 | ICDM | High Quality True-Positive Prediction for Fiscal Fraud Detection. | Stefano Basta, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Fosca Giannotti, Dino Pedreschi, Laura Spinsanti, Gianfilippo Papi, Stefano Pisani |
| 2009 | ICTAI | Clustering Relational Data: A Transactional Approach. | Gianni Costa, Alfredo Cuzzocrea, Giuseppe Manco, Riccardo Ortale |
| 2008 | SAC | A hierarchical model-based approach to co-clustering high-dimensional data. | Gianni Costa, Giuseppe Manco, Riccardo Ortale |
| 2007 | ICDE | Data Mining for Effective Risk Analysis in a Bank Intelligence Scenario. | Gianni Costa, Francesco Folino, Antonio Locane, Giuseppe Manco, Riccardo Ortale |
| 2006 | IDEAS | Effective Incremental Clustering for Duplicate Detection in Large Databases. | Francesco Folino, Giuseppe Manco, Luigi Pontieri |
| 2005 | IDEAS | An Incremental Clustering Scheme for Duplicate Detection in Large Databases. | Eugenio Cesario, Francesco Folino, Giuseppe Manco, Luigi Pontieri |
| 2005 | SDM | Mining Unconnected Patterns in Workflows. | Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Sacc |
| 2003 | PAKDD | Mining Frequent Instances on Workflows. | Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Sacc |
| 2003 | SAC | Similarity-Based Clustering of Web Transactions. | Giuseppe Manco, Riccardo Ortale, Domenico Sacc |
| 2002 | DEXA | Eureka! : A Tool for Interactive Knowledge Discovery. | Giuseppe Manco, Clara Pizzuti, Domenico Talia |
| 2002 | ICTAI | A Framework for Adaptive Mail Classification. | Giuseppe Manco, Elio Masciari, Andrea Tagarelli |
| 2002 | JELIA | LDL-M | Fosca Giannotti, Giuseppe Manco |
| 2000 | FQAS | Declarative Knowledge Extraction with Interactive User-Defined Aggregates. | Fosca Giannotti, Giuseppe Manco |
| 2000 | PAKDD | Making Knowledge Extraction and Reasoning Closer. | Fosca Giannotti, Giuseppe Manco |
| 1998 | CSL | On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases. | Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi |
| 1998 | FQAS | Query Answering in Nondeterministic, Nonmonotonic Logic Databases. | Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi |