| 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 |
| 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 |
| 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 |
| 2022 | ISMIS | Identification of Paragraph Regularities in Legal Judgements Through Clustering and Textual Embedding. | Graziella De Martino, Gianvito Pio |
| 2021 | DIS | Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data. | Roberto Corizzo, Michelangelo Ceci, Gianvito Pio, Paolo Mignone, Nathalie Japkowicz |
| 2018 | ISMIS | Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction. | Paolo Mignone, Gianvito Pio |
| 2017 | DIS | LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks. | Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba |
| 2015 | DIS | Hierarchical Multidimensional Classification of Web Documents with MultiWebClass. | Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba |
| 2014 | ISMIS | Mining Temporal Evolution of Entities in a Stream of Textual Documents. | Gianvito Pio, Pasqua Fabiana Lanotte, 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 |