| 2013 | IJCAI | A motion detection system for video surveillance. | Andrea Moio, Lorenza Saitta, Attilio Giordana |
| 2010 | AAAI | Abstracting Markov Networks. | Lorenza Saitta, Christel Vrain, Zhaohui Wu, Lu Jiang, Qinghua Zheng, Jun Liu |
| 2009 | ISMIS | Statistical Characterization of a Computer Grid. | Lovro Ilijasic, Lorenza Saitta |
| 2008 | ILP | A Comparison between Two Statistical Relational Models. | Lorenza Saitta, Christel Vrain |
| 2008 | ISMIS | Image Databases Browsing by Unsupervised Learning. | Charbel Julien, Lorenza Saitta |
| 2007 | IJCAI | Incremental Construction of Structured Hidden Markov Models. | Ugo Galassi, Attilio Giordana, Lorenza Saitta |
| 2006 | ISMIS | Hypothesis Diversity in Ensemble Classification. | Lorenza Saitta |
| 2005 | ICML | Experimental comparison between bagging and Monte Carlo ensemble classification. | Roberto Esposito, Lorenza Saitta |
| 2005 | IJCAI | Learning Complex Event Descriptions by Abstraction. | Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta |
| 2005 | ISMIS | Learning Profiles Based on Hierarchical Hidden Markov Model. | Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta |
| 2004 | ICML | A Monte Carlo analysis of ensemble classification. | Roberto Esposito, Lorenza Saitta |
| 2003 | IJCAI | Monte Carlo Theory as an Explanation of Bagging and Boosting. | Roberto Esposito, Lorenza Saitta |
| 2002 | ISMIS | Is a Greedy Covering Strategy an Extreme Boosting? | Roberto Esposito, Lorenza Saitta |
| 2001 | IJCAI | Learning on the Phase Transition Edge. | Alessandro Serra, Attilio Giordana, Lorenza Saitta |
| 2000 | ICML | Analyzing Relational Learning in the Phase Transition Framework. | Attilio Giordana, Lorenza Saitta, Michle Sebag, Marco Botta |
| 2000 | ISMIS | Can Relational Learning Scale Up? | Attilio Giordana, Lorenza Saitta, Michle Sebag, Marco Botta |
| 2000 | ISMIS | Abstraction in Cartographic Generalization. | Sbastien Mustire, Lorenza Saitta, Jean-Daniel Zucker |
| 2000 | ISMIS | Perception-Based Granularity Levels in Concept Representation. | Lorenza Saitta, Jean-Daniel Zucker |
| 1999 | IJCAI | An Experimental Study of Phase Transitions in Matching. | Attilio Giordana, Marco Botta, Lorenza Saitta |
| 1999 | ISMIS | On-Line Estimation of Matching Complexity in First Order Logic. | Attilio Giordana, Lorenza Saitta |
| 1998 | ICML | An Experimental Evaluation of Coevolutive Concept Learning. | Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta |
| 1997 | ISMIS | A Coevolutionary Approach to Concept Learning. | Attilio Giordana, Lorenza Saitta, Giuseppe Lo Bello |
| 1997 | ISMIS | World Model Construction in Children during Physics Learning. | Lorenza Saitta, Filippo Neri, Andre Tiberghien |
| 1996 | ISMIS | A Fine-Grained Parallel Evolutionary Program for Concept Induction. | Attilio Giordana, Filippo Neri, Lorenza Saitta |
| 1994 | ECAI | Learning Disjunctive Concept Definitions Using a Genetic Algorithm. | Attilio Giordana, Lorenza Saitta, Floriano Zini |
| 1994 | ICEC | Learning Disjunctive Concepts with Distributed Genetic Algorithms. | Attilio Giordana, Lorenza Saitta, Floriano Zini |
| 1994 | ICML | Learning Disjunctive Concepts by Means of Genetic Algorithms. | Attilio Giordana, Lorenza Saitta, Floriano Zini |
| 1994 | ISMIS | Formal Models of Selection in Genetic Algorithms. | Attilio Giordana, Filippo Neri, Lorenza Saitta |
| 1993 | ISMIS | Learning Simple Recursive Theories. | Attilio Giordana, Lorenza Saitta, Cristina Baroglio |
| 1992 | ECAI | Comparison of Search Strategies in Learning Relations. | Marco Botta, Attilio Giordana, Lorenza Saitta |
| 1991 | ICML | Improving Learning Using Causality and Abduction. | Marco Botta, S. Ravotto, Lorenza Saitta, S. B. Sperotto |
| 1991 | ICML | Abstracting Concepts with Inverse Resolution. | Attilio Giordana, Lorenza Saitta, Davide Roverso |
| 1991 | ISMIS | Investigating the Relationships between Abduction and Inverse Resolution in Proposition Calculus. | Luca Console, Attilio Giordana, Lorenza Saitta |
| 1990 | ECAI | Biasing Induction by Using a Domain Theory: An Experimental Evaluation. | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
| 1990 | ICML | Integrated Learning in a real Domain. | Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Davide De Marchi, Filippo Brancadori |
| 1988 | ECAI | Concept Acquisition in an Integrated EBL and SBL Environment. | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
| 1987 | ISMIS | Integrating EBL and SBL Approaches to Knowledge Base Refinement. | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
| 1986 | IPMU | Knowledge base organization in expert systems. | Simonetta Frediani, Lorenza Saitta |
| 1986 | ISMIS | Knowledge base organization in expert systems. | Simonetta Frediani, Lorenza Saitta |
| 1982 | AAAI | An Expert System for Interpreting Speech Patterns. | Renato de Mori, Attilio Giordana, Lorenza Saitta, Pietro Laface |
| 1982 | ECAI | An Expert System for Speech Decoding. | Renato de Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta |
| 1979 | IJCAI | Scheduling of Processes in a Speech Understanding System Based on Approximate Reasoning. | Renato de Mori, Lorenza Saitta |
| 1978 | ICASSP | Fuzzy semantic network for a speech understanding system - an experimental study. | Lorenza Saitta |