| 2026 | ISMIS | Similarity-Guided Forecasting of Multiple Sequences from Mechanical Testing Data of Additively Manufactured Components. | Antonio Pellicani, Gianvito Pio, Donato Malerba, Michelangelo Ceci |
| 2025 | DIS | A Novel AI Approach for the Diagnosis of Alzheimer's Disease from Multi-modal Incomplete Data. | Veronica Buttaro, Giuseppe Lamanna, Donato Massaro, Claudio Basilio Caporusso, Gianvito Pio, Michelangelo Ceci |
| 2025 | IJCNN | Visual Analytics for Explainable AI with Spatio-Temporal Data: A Comparative Study. | Roberto Corizzo, Alex Godwin, Massimiliano Altieri, Michelangelo Ceci |
| 2024 | DIS | Handling the Challenges of Microbiome Data through Supervised Autoencoders for the Non-invasive Disease Diagnosis. | Veronica Buttaro, Michelangelo Ceci, Gianvito Pio |
| 2024 | ISMIS | Improving the Robustness to Color Perturbations of Classification and Regression Models in the Visual Evaluation of Fruits and Vegetables. | Stefano Polimena, Gianvito Pio, Giovanni Attolico, Michelangelo Ceci |
| 2024 | ISMIS | Exploiting microRNA Expression Data for the Diagnosis of Disease Conditions and the Discovery of Novel Biomarkers. | Daniele Rosa, Antonio Pellicani, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci |
| 2023 | DIS | Explainable Spatio-Temporal Graph Modeling. | Massimiliano Altieri, Michelangelo Ceci, Roberto Corizzo |
| 2022 | DIS | Leveraging Spatio-Temporal Autocorrelation to Improve the Forecasting of the Energy Consumption in Smart Grids. | Annunziata D'Aversa, Stefano Polimena, Gianvito Pio, Michelangelo Ceci |
| 2021 | DIS | Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data. | Roberto Corizzo, Michelangelo Ceci, Gianvito Pio, Paolo Mignone, Nathalie Japkowicz |
| 2020 | DIS | Simultaneous Process Drift Detection and Characterization with Pattern-Based Change Detectors. | Angelo Impedovo, Paolo Mignone, Corrado Loglisci, Michelangelo Ceci |
| 2020 | ISMIS | Estimating the Importance of Relational Features by Using Gradient Boosting. | Matej Petkovic, Michelangelo Ceci, Kristian Kersting, Saso Dzeroski |
| 2019 | BigData | Big Data Analytics and Predictive Modeling Approaches for the Energy Sector. | Roberto Corizzo, Michelangelo Ceci, Donato Malerba |
| 2019 | DIS | Efficient and Accurate Non-exhaustive Pattern-Based Change Detection in Dynamic Networks. | Angelo Impedovo, Michelangelo Ceci, Toon Calders |
| 2018 | ICDCS | Toward IoT-Friendly Learning Models. | Ernesto Damiani, Gabriele Gianini, Michelangelo Ceci, Donato Malerba |
| 2018 | IDEAS | Distributed Learning of Process Models for Next Activity Prediction. | Michelangelo Ceci, Michele Spagnoletta, Pasqua Fabiana Lanotte, Donato Malerba |
| 2018 | ISMIS | User-Emotion Detection Through Sentence-Based Classification Using Deep Learning: A Case-Study with Microblogs in Albanian. | Marjana Prifti Skenduli, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2017 | DIS | LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks. | Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba |
| 2017 | ISMIS | Exploiting Web Sites Structural and Content Features for Web Pages Clustering. | Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci |
| 2015 | DIS | Ensembles of Extremely Randomized Trees for Multi-target Regression. | Dragi Kocev, Michelangelo Ceci |
| 2015 | DIS | Hierarchical Multidimensional Classification of Web Documents with MultiWebClass. | Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba |
| 2015 | IDEAS | Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources. | Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska |
| 2014 | DIS | Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining. | Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba |
| 2014 | IDEAS | Innovative power operating center management exploiting big data techniques. | Michelangelo Ceci, Nunziato Cassavia, Roberto Corizzo, Pietro Dicosta, Donato Malerba, Gaspare Maria, Elio Masciari, Camillo Pastura |
| 2014 | ISMIS | Automatic Extraction of Logical Web Lists. | Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci, Andrea Scarpino, Michele Damiano Torelli, Donato Malerba |
| 2014 | ISMIS | Mining Temporal Evolution of Entities in a Stream of Textual Documents. | Gianvito Pio, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba |
| 2013 | DIS | Learning Hierarchical Multi-label Classification Trees from Network Data. | Daniela Stojanova, Michelangelo Ceci, Donato Malerba, Saso Dzeroski |
| 2012 | DEXA | Learning to Rank from Concept-Drifting Network Data Streams. | Lucrezia Macchia, Michelangelo Ceci, Donato Malerba |
| 2012 | ECAI | Hierarchical and Overlapping Co-Clustering of mRNA: miRNA Interactions. | Gianvito Pio, Michelangelo Ceci, Corrado Loglisci, Domenica D'Elia, Donato Malerba |
| 2011 | CIDM | Discovering process models through relational disjunctive patterns mining. | Corrado Loglisci, Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2011 | DEXA | A Temporal Data Mining Framework for Analyzing Longitudinal Data. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2011 | DIS | Global and Local Spatial Autocorrelation in Predictive Clustering Trees. | Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski |
| 2011 | ISMIS | Relational Mining in Spatial Domains: Accomplishments and Challenges. | Donato Malerba, Michelangelo Ceci, Annalisa Appice |
| 2011 | KES | OLAP over Continuous Domains via Density-Based Hierarchical Clustering. | Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba |
| 2010 | DaWaK | A Relational Approach for Discovering Frequent Patterns with Disjunctions. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2010 | DEXA | Transductive Learning from Textual Data with Relevant Example Selection. | Michelangelo Ceci |
| 2010 | ECAI | Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion. | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2010 | ECAI | Mining Physiological Data for Discovering Temporal Patterns on Disease Stages. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2010 | SAC | Transductive learning for spatial regression with co-training. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2010 | SAC | Complex objects ranking: a relational data mining approach. | Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Donato Malerba |
| 2009 | DIS | An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2009 | ISMIS | Novelty Detection from Evolving Complex Data Streams with Time Windows. | Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba |
| 2009 | ISMIS | A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2008 | DEXA | Emerging Pattern Based Classification in Relational Data Mining. | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2008 | DEXA | A Grid-Based Multi-relational Approach to Process Mining. | Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2008 | ICDM | Hierarchical Text Categorization in a Transductive Setting. | Michelangelo Ceci |
| 2008 | ILP | Top-Down Induction of Relational Model Trees in Multi-instance Learning. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2008 | ISMIS | Stepwise Induction of Logistic Model Trees. | Annalisa Appice, Michelangelo Ceci, Donato Malerba, Savino Saponara |
| 2008 | ISMIS | Discovering Emerging Patterns for Anomaly Detection in Network Connection Data. | Michelangelo Ceci, Annalisa Appice, Costantina Caruso, Donato Malerba |
| 2007 | ICDAR | A Data Mining Approach to Reading Order Detection. | Michelangelo Ceci, Margherita Berardi, G. Porcelli, Donato Malerba |
| 2006 | ISMIS | Mining Tolerance Regions with Model Trees. | Annalisa Appice, Michelangelo Ceci |
| 2005 | ICDAR | A color-based layout analysis to process censorship cards of film archives. | Margherita Berardi, Oronzo Altamura, Michelangelo Ceci, Donato Malerba |
| 2005 | ICDAR | Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches. | Michelangelo Ceci, Margherita Berardi, Donato Malerba |
| 2005 | ISMIS | Mining and Filtering Multi-level Spatial Association Rules with ARES. | Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba |
| 2004 | ICML | Redundant feature elimination for multi-class problems. | Annalisa Appice, Michelangelo Ceci, Simon Alan Rawles, Peter A. Flach |
| 2003 | DEXA | XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents. | Donato Malerba, Michelangelo Ceci, Margherita Berardi |
| 2003 | ECIR | Hierarchical Classification of HTML Documents with WebClassII. | Michelangelo Ceci, Donato Malerba |
| 2003 | ICDAR | Correcting the Document Layout: A Machine Learning Approach. | Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi |
| 2003 | ICML | Learning Logic Programs for Layout Analysis Correction. | Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba |
| 2003 | ILP | Mining Model Trees: A Multi-relational Approach. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2003 | ISMIS | Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes. | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2002 | ISMIS | Trading-Off Local versus Global Effects of Regression Nodes in Model Trees. | Donato Malerba, Annalisa Appice, Michelangelo Ceci, Marianna Monopoli |