| 2013 | IJCAI | A motion detection system for video surveillance. | Andrea Moio, Lorenza Saitta, Attilio Giordana |
| 2012 | ISMIS | An Anti-tampering Algorithm Based on an Artificial Intelligence Approach. | Andrea Moio, Attilio Giordana, Dino Mendola |
| 2009 | ISMIS | Modeling Ant Activity by Means of Structured HMMs. | Gunal Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana |
| 2007 | IJCAI | Incremental Construction of Structured Hidden Markov Models. | Ugo Galassi, Attilio Giordana, 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 | ECAI | Learning Complex and Sparse Events in Long Sequences. | Marco Botta, Ugo Galassi, Attilio Giordana |
| 2002 | ISMIS | Recognizing and Discovering Complex Events in Sequences. | Attilio Giordana, Paolo Terenziani, Marco Botta |
| 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 |
| 1999 | ICML | On Some Misbehaviour of Back-Propagation with Non-Normalized RBFNs and a Solution. | Attilio Giordana, Roberto Piola |
| 1999 | IJCAI | An Experimental Study of Phase Transitions in Matching. | Attilio Giordana, Marco Botta, Lorenza Saitta |
| 1999 | ISMIS | High-Performance Data Mining on Networks of Workstations. | Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello |
| 1999 | ISMIS | On-Line Estimation of Matching Complexity in First Order Logic. | Attilio Giordana, Lorenza Saitta |
| 1998 | ECAI | An Integrated Framework of Learning Numerical Terms in FOL. | Marco Botta, Attilio Giordana, Roberto Piola |
| 1998 | ICML | An Experimental Evaluation of Coevolutive Concept Learning. | Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta |
| 1997 | ICML | FONN: Combining First Order Logic with Connectionist Learning. | Marco Botta, Attilio Giordana, Roberto Piola |
| 1997 | ISMIS | Refining First Order Theories with Neural Networks. | Marco Botta, Attilio Giordana, Roberto Piola |
| 1997 | ISMIS | A Coevolutionary Approach to Concept Learning. | Attilio Giordana, Lorenza Saitta, Giuseppe Lo Bello |
| 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 | IJCAI | SMART+: A Multi-Strategy Learning Tool. | Marco Botta, Attilio Giordana |
| 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 |
| 1992 | ICML | Learning Structured Concepts Using Genetic Algorithms. | Attilio Giordana, Claudio Sale |
| 1992 | IROS | Learning Behavioral Knowledge In Robotic Domains. | Marco Botta, Cristina Baroglio, Attilio Giordana, Bruno Graziano |
| 1991 | ICML | Abstracting Concepts with Inverse Resolution. | Attilio Giordana, Lorenza Saitta, Davide Roverso |
| 1991 | ISMIS | Learning Quantitative Features in a Symbolic Environment. | Marco Botta, Attilio Giordana |
| 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 |
| 1989 | ICML | Deduction in Top-Down Inductive Learning. | Francesco Bergadano, Attilio Giordana, S. Ponsero |
| 1988 | ECAI | Concept Acquisition in an Integrated EBL and SBL Environment. | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
| 1988 | ICML | A Knowledge Intensive Approach to Concept Induction. | Francesco Bergadano, Attilio Giordana |
| 1987 | ISMIS | Integrating EBL and SBL Approaches to Knowledge Base Refinement. | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
| 1986 | ISMIS | A framework for knowledge representation and use in pattern analysis. | Francesco Bergadano, Attilio Giordana |
| 1983 | ICASSP | Phonetic feature hypothesization in continuous speech. | Renato De Mori, Attilio Giordana, Pietro Laface |
| 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 |