| 2007 | ICDAR | A Data Mining Approach to Reading Order Detection. | Michelangelo Ceci, Margherita Berardi, G. Porcelli, Donato Malerba |
| 2006 | ICDM | Mining Information Extraction Models for HmtDB annotation. | Margherita Berardi, Donato Malerba, Marcella Attimonelli |
| 2006 | ICDM | Segmentation of Evolving Complex Data and Generation of Models. | Corrado Loglisci, Margherita Berardi |
| 2006 | ILP | Learning Recursive Patterns for Biomedical Information Extraction. | Margherita Berardi, Donato Malerba |
| 2006 | ISMIS | Supporting Visual Exploration of Discovered Association Rules Through Multi-Dimensional Scaling. | Margherita Berardi, Annalisa Appice, Corrado Loglisci, Pietro Leo |
| 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 | DAS | An Integrated Approach for Automatic Semantic Structure Extraction in Document Images. | Margherita Berardi, Michele Lapi, Donato Malerba |
| 2004 | ILP | On the Effect of Caching in Recursive Theory Learning. | Margherita Berardi, Antonio Varlaro, Donato Malerba |
| 2003 | DEXA | XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents. | Donato Malerba, Michelangelo Ceci, Margherita Berardi |
| 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 |