| 2020 | PAAMS | Demo Paper: Monitoring and Evaluation of Ethical Behavior in Dialog Systems. | Abeer Dyoub, Stefania Costantini, Francesca A. Lisi, Giovanni De Gasperis |
| 2019 | ILP | Towards an ILP Application in Machine Ethics. | Abeer Dyoub, Stefania Costantini, Francesca A. Lisi |
| 2018 | ILP | Mining the Web of Data with Metaqueries. | Francesca A. Lisi |
| 2017 | EUSPN | Enrichment of Association Rules through Exploitation of Ontology Properties - Healthcare Case Study. | Eliot Bytyi, Lule Ahmedi, Francesca A. Lisi |
| 2016 | ILP | Towards Nonmonotonic Relational Learning from Knowledge Graphs. | Hai Dang Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Francesca A. Lisi, Gerhard Weikum |
| 2013 | ILP | A FOIL-Like Method for Learning under Incompleteness and Vagueness. | Francesca A. Lisi, Umberto Straccia |
| 2011 | ILP | Can ILP Deal with Incomplete and Vague Structured Knowledge? | Francesca A. Lisi, Umberto Straccia |
| 2009 | ILP | Nonmonotonic Onto-Relational Learning. | Francesca A. Lisi, Floriana Esposito |
| 2008 | ILP | Foundations of Onto-Relational Learning. | Francesca A. Lisi, Floriana Esposito |
| 2006 | ECAI | Two Orthogonal Biases for Choosing the Intensions of Emerging Concepts in Ontology Refinement. | Francesca A. Lisi, Floriana Esposito |
| 2006 | ECAI | Refining Ontologies via Pattern-based Clustering. | Francesca A. Lisi, Floriana Esposito |
| 2006 | ICCS | A Pattern-Based Approach to Conceptual Clustering in FOL. | Francesca A. Lisi |
| 2006 | ILP | On the Missing Link Between Frequent Pattern Discovery and Concept Formation. | Francesca A. Lisi, Floriana Esposito |
| 2006 | ISMIS | A Methodology for Building Semantic Web Mining Systems. | Francesca A. Lisi |
| 2005 | ILP | ILP Meets Knowledge Engineering: A Case Study. | Francesca A. Lisi, Floriana Esposito |
| 2005 | ISMIS | Mining the Semantic Web: A Logic-Based Methodology. | Francesca A. Lisi, Floriana Esposito |
| 2004 | ILP | Efficient Evaluation of Candidate Hypotheses in AL-log. | Francesca A. Lisi, Floriana Esposito |
| 2003 | ILP | Ideal Refinement of Descriptions in AL-Log. | Francesca A. Lisi, Donato Malerba |
| 2002 | ECAI | Object Identity as Search Bias for Pattern Spaces. | Francesca A. Lisi, Stefano Ferilli, Nicola Fanizzi |
| 2002 | ISMIS | A NLG-Based Presentation Method for Supporting KDD End-Users. | Berardina De Carolis, Francesca A. Lisi |
| 2001 | FlAIRS | Multiple Predicate Learning for Document Image Understanding. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 2001 | FlAIRS | A Logical Framework for Frequent Pattern Discovery in Spatial Data. | Donato Malerba, Floriana Esposito, Francesca A. Lisi |
| 2001 | ICDAR | Automated Discovery of Dependencies Between Logical Components in Document Image Understanding. | Donato Malerba, Floriana Esposito, Francesca A. Lisi, Oronzo Altamura |
| 2001 | ILP | Discovering Associations between Spatial Objects: An ILP Application. | Donato Malerba, Francesca A. Lisi |
| 2000 | ILP | Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 2000 | ISMIS | Discovering Geographic Knowledge: The INGENS System. | Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi |
| 1999 | ISMIS | Machine Learning for Intelligent Document Processing: The WISDOM System. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 1998 | ECAI | Learning Recursive Theories with ATRE. | Donato Malerba, Floriana Esposito, Francesca A. Lisi |