Learning Recursive Theories with ATRE. - Donato Malerba; Floriana Esposito; Francesca A. Lisi (ECAI, 1998)

Machine Learning for Intelligent Document Processing: The WISDOM System. - Floriana Esposito; Donato Malerba; Francesca A. Lisi (ISMIS, 1999)

Symbolic Learning Techniques in Paper Document Processing. - Oronzo Altamura; Floriana Esposito; Francesca A. Lisi; Donato Malerba (MLDM, 1999)

Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions. - Floriana Esposito; Donato Malerba; Francesca A. Lisi (ILP, 2000)

Discovering Geographic Knowledge: The INGENS System. - Donato Malerba; Floriana Esposito; Antonietta Lanza; Francesca A. Lisi (ISMIS, 2000)

Machine Learning for Intelligent Processing of Printed Documents. - Floriana Esposito; Donato Malerba; Francesca A. Lisi (J. Intell. Inf. Syst., 2000)

Multiple Predicate Learning for Document Image Understanding. - Floriana Esposito; Donato Malerba; Francesca A. Lisi (FLAIRS, 2001)

A Logical Framework for Frequent Pattern Discovery in Spatial Data. - Donato Malerba; Floriana Esposito; Francesca A. Lisi (FLAIRS, 2001)

Generating Logic Descriptions for the Automated Interpretation of Topographic Maps. - Antonietta Lanza; Donato Malerba; Francesca A. Lisi; Annalisa Appice; Michelangelo Ceci (GREC, 2001)

Automated Discovery of Dependencies Between Logical Components in Document Image Understanding. - Donato Malerba; Floriana Esposito; Francesca A. Lisi; Oronzo Altamura (ICDAR, 2001)

Discovering Associations between Spatial Objects: An ILP Application. - Donato Malerba; Francesca A. Lisi (ILP, 2001)

First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps. - Donato Malerba; Floriana Esposito; Antonietta Lanza; Francesca A. Lisi (MLDM, 2001)

Mining Association Rules in Spatial Databases: A Logic-based Computational Method. - Donato Malerba; Floriana Esposito; Francesca A. Lisi (SEBD, 2001)

Object Identity as Search Bias for Pattern Spaces. - Francesca A. Lisi; Stefano Ferilli; Nicola Fanizzi (ECAI, 2002)

A NLG-Based Presentation Method for Supporting KDD End-Users. - Berardina De Carolis; Francesca A. Lisi (ISMIS, 2002)

Efficient Discovery of Multiple-level Patterns. - Francesca A. Lisi; Donato Malerba (SEBD, 2002)

Bridging the Gap between Horn Clausal Logic and Description Logics in Inductive Learning. - Francesca A. Lisi; Donato Malerba (AI*IA, 2003)

Data Minig in Hybrid Languages vis ILP. - Francesca A. Lisi (Description Logics, 2003)

Ideal Refinement of Descriptions in AL-Log. - Francesca A. Lisi; Donato Malerba (ILP, 2003)

Towards Object-Relational Data Mining. - Francesca A. Lisi; Donato Malerba (SEBD, 2003)

Discovery of spatial association rules in geo-referenced census data: A relational mining approach. - Annalisa Appice; Michelangelo Ceci; Antonietta Lanza; Francesca A. Lisi; Donato Malerba (Intell. Data Anal., 2003)

Empowering a GIS with inductive learning capabilities: the case of INGENS. - Donato Malerba; Floriana Esposito; Antonietta Lanza; Francesca A. Lisi; Annalisa Appice (Comput. Environ. Urban Syst., 2003)

Efficient Evaluation of Candidate Hypotheses in AL-log. - Francesca A. Lisi; Floriana Esposito (ILP, 2004)

Inducing Multi-Level Association Rules from Multiple Relations. - Francesca A. Lisi; Donato Malerba (Mach. Learn., 2004)

ILP Meets Knowledge Engineering: A Case Study. - Francesca A. Lisi; Floriana Esposito (ILP, 2005)

Mining the Semantic Web: A Logic-Based Methodology. - Francesca A. Lisi; Floriana Esposito (ISMIS, 2005)

Principles of Inductive Reasoning on the Semantic Web: A Framework for Learning in AL-Log. - Francesca A. Lisi (PPSWR, 2005)

An ILP Perspective on the Semantic Web. - Francesca A. Lisi; Floriana Esposito (SWAP, 2005)

Two Orthogonal Biases for Choosing the Intensions of Emerging Concepts in Ontology Refinement. - Francesca A. Lisi; Floriana Esposito (ECAI, 2006)

Refining Ontologies via Pattern-based Clustering. - Francesca A. Lisi; Floriana Esposito (C&O@ECAI, 2006)

A Pattern-Based Approach to Conceptual Clustering in FOL. - Francesca A. Lisi (ICCS, 2006)

On the Missing Link Between Frequent Pattern Discovery and Concept Formation. - Francesca A. Lisi; Floriana Esposito (ILP, 2006)

A Methodology for Building Semantic Web Mining Systems. - Francesca A. Lisi (ISMIS, 2006)

Practice of Inductive Reasoning on the Semantic Web: A System for Semantic Web Mining. - Francesca A. Lisi (PPSWR, 2006)

Enabling Data Mining Systems to Semantic Web Applications. - Francesca A. Lisi (SWAP, 2006)

Exploiting Description Logic Reasoners in Inductive Logic Programming Systems: An Experience within the Semantic Web Area. - Francesca A. Lisi (Description Logics, 2007)

Reasoning with OWL-DL in Inductive Logic Programming. - Francesca A. Lisi (OWLED, 2007)

Building Rules on top of Ontologies? Inductive Logic Programming can help! - Francesca A. Lisi; Floriana Esposito (SWAP, 2007)

Foundations of Onto-Relational Learning. - Francesca A. Lisi; Floriana Esposito (ILP, 2008)

Learning Semantic Web Rules within the Framework of SHIQ+log. - Francesca A. Lisi; Floriana Esposito (ISWC (Posters & Demos), 2008)

Learning SHIQ+log Rules for Ontology Evolution. - Francesca A. Lisi; Floriana Esposito (SWAP, 2008)

Building Rules on Top of Ontologies for the Semantic Web with Inductive Logic Programming. - Francesca A. Lisi (Theory Pract. Log. Program., 2008)

Nonmonotonic Onto-Relational Learning. - Francesca A. Lisi; Floriana Esposito (ILP, 2009)

Using Prior Knowledge in Data Mining. - Francesca A. Lisi (Encyclopedia of Data Warehousing and Mining, 2009)

On Ontologies as Prior Conceptual Knowledge in Inductive Logic Programming. - Francesca A. Lisi; Floriana Esposito (Knowledge Discovery Enhanced with Semantic and Social Information, 2009)

Logic Programming Languages for Databases and the Web. - Sergio Greco; Francesca A. Lisi (25 Years GULP, 2010)

Inductive Logic Programming in Databases: From Datalog to DL+log. - Francesca A. Lisi (Theory Pract. Log. Program., 2010)

An Inductive Logic Programming Approach to Learning Inclusion Axioms in Fuzzy Description Logics. - Francesca A. Lisi; Umberto Straccia (CILC, 2011)

Can ILP Deal with Incomplete and Vague Structured Knowledge? - Francesca A. Lisi; Umberto Straccia (ILP (Late Breaking Papers), 2011)

Towards Learning Fuzzy DL Inclusion Axioms. - Francesca A. Lisi; Umberto Straccia (WILF, 2011)

AL-QuIn: An Onto-Relational Learning System for Semantic Web Mining. - Francesca A. Lisi (Int. J. Semantic Web Inf. Syst., 2011)

A Formal Characterization of Concept Learning in Description Logics. - Francesca A. Lisi (Description Logics, 2012)

A Declarative Modeling Language for Concept Learning in Description Logics. - Francesca Alessandra Lisi (ILP, 2012)

Learning Onto-Relational Rules with Inductive Logic Programming - Francesca A. Lisi (CoRR, 2012)

Guest Editors' introduction - Special issue on inductive logic programming (ILP 2010). - Paolo Frasconi; Francesca A. Lisi (Mach. Learn., 2012)

Dealing with Incompleteness and Vagueness in Inductive Logic Programming. - Francesca Alessandra Lisi; Umberto Straccia (CILC, 2013)

A System for Learning GCI Axioms in Fuzzy Description Logics. - Francesca Alessandra Lisi; Umberto Straccia (Description Logics, 2013)

A FOIL-Like Method for Learning under Incompleteness and Vagueness. - Francesca A. Lisi; Umberto Straccia (ILP, 2013)

A Logic-based Computational Method for the Automated Induction of Fuzzy Ontology Axioms. - Francesca A. Lisi; Umberto Straccia (Fundam. Informaticae, 2013)

Italian Machine Learning and Data Mining research: The last years. - Nicola Di Mauro; Paolo Frasconi; Fabrizio Angiulli; Davide Bacciu; Marco de Gemmis; Floriana Esposito; Nicola Fanizzi; Stefano Ferilli; Marco Gori; Francesca A. Lisi; Pasquale Lops; Donato Malerba; et al. (Intelligenza Artificiale, 2013)

Semantic Web Services for Integrated Tourism in the Apulia Region. - Francesca Alessandra Lisi; Floriana Esposito (CILC, 2014)

Supporting Integrated Tourism Services with Semantic Technologies and Machine Learning. - Francesca Alessandra Lisi; Floriana Esposito (ISWC (Posters & Demos), 2014)

Will AI ever Support Design Thinking? - Francesca Alessandra Lisi (AIDE@AI*IA, 2015)

An AI Application to Integrated Tourism Planning. - Francesca Alessandra Lisi; Floriana Esposito (AI*IA, 2015)

Towards fuzzy granulation in OWL ontologies. - Francesca Alessandra Lisi; Corrado Mencar (CILC, 2015)

Learning in Description Logics with Fuzzy Concrete Domains. - Francesca A. Lisi; Umberto Straccia (Fundam. Informaticae, 2015)

Recent advances of research on Computational Logic in Italy (CILC 2012): In memoriam of Elio Lanzarone (1945-2011). - Francesca A. Lisi (J. Log. Comput., 2015)

A Model+Solver Approach to Concept Learning. - Francesca Alessandra Lisi (AI*IA, 2016)

Model with DLs + Solve with ASP! - A Case Study from Concept Learning. - Francesca Alessandra Lisi (CILC, 2016)

Towards Nonmonotonic Relational Learning from Knowledge Graphs. - Hai Dang Tran; Daria Stepanova 001; Mohamed H. Gad-Elrab; Francesca A. Lisi; Gerhard Weikum (ILP, 2016)

A System for Fuzzy Granulation of OWL Ontologies. - Francesca A. Lisi; Corrado Mencar (WILF, 2016)

Towards a Metaquery Language for Mining the Web of Data. - Francesca A. Lisi (BICOD, 2017)

Enrichment of Association Rules through Exploitation of Ontology Properties - Healthcare Case Study. - Eliot Bytyçi; Lule Ahmedi; Francesca A. Lisi (EUSPN/ICTH, 2017)

Introducing Fuzzy Quantification in OWL 2 Ontologies. - Francesca Alessandra Lisi; Corrado Mencar (ICTCS/CILC, 2017)

Combining Rule Learning and Nonmonotonic Reasoning for Link Prediction in Knowledge Graphs. - Francesca Alessandra Lisi; Daria Stepanova 001 (RuleML+RR (Supplement), 2017)

Logic-based Rule Learning for the Web of Data. - Francesca A. Lisi (RuleML+RR (Supplement), 2017)

From Human Interaction to Human-Robot Interaction: A Possible Model. - Francesca A. Lisi (AIRO@AI*IA, 2018)

Mining the Web of Data with Metaqueries. - Francesca A. Lisi (ILP Up-and-Coming / Short Papers, 2018)

A Granular Computing Method for OWL Ontologies. - Francesca A. Lisi; Corrado Mencar (Fundam. Informaticae, 2018)

Special issue: Selected and revised papers from the 16th International Conference of the Italian Association for Artificial Intelligence. - Stefano Ferilli; Francesca Alessandra Lisi (Intelligenza Artificiale, 2018)

Knowledge Representation and Reasoning meets Digital Forensics: The COST Action DigForASP (short paper). - Stefania Costantini; Francesca A. Lisi; Raffaele Olivieri (RCRA/RiCeRcA@AI*IA, 2019)

An Approach Towards Ethical Chatbots in Customer Service. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi (AIRO@AI*IA, 2019)

DigForASP: A European Cooperation Network for Logic-based AI in Digital Forensics. - Stefania Costantini; Francesca Alessandra Lisi; Raffaele Olivieri (CILC, 2019)

Learning Answer Set Programming Rules For Ethical Machines. - Abeer Dyoub; Stefania Costantini; Francesca Alessandra Lisi (CILC, 2019)

Logics in Machine Learning and Data Mining: Achievements and Open Issues. - Francesca Alessandra Lisi (CILC, 2019)

Towards an ILP Application in Machine Ethics. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi (ILP, 2019)

Towards Ethical Machines Via Logic Programming. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi (ICLP Technical Communications, 2019)

Towards a Gendered Innovation in AI (short paper). - Silvana Badaloni; Francesca A. Lisi (DP@AI*IA, 2020)

Logic-based Machine Learning for Transparent Ethical Agents. - Abeer Dyoub; Stefania Costantini; Francesca Alessandra Lisi; Ivan Letteri (CILC, 2020)

Using Higher-order Description Logics for Learning and Mining in Complex Domains. - Francesca Alessandra Lisi (Description Logics, 2020)

Demo Paper: Monitoring and Evaluation of Ethical Behavior in Dialog Systems. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi; Giovanni De Gasperis (PAAMS, 2020)

Logic Programming and Machine Ethics. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi (ICLP Technical Communications, 2020)

Ethical Monitoring and Evaluation of Dialogues with a MAS. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi; Ivan Letteri (CILC, 2021)

A Logic-based Multi-agent System for Ethical Monitoring and Evaluation of Dialogues. - Abeer Dyoub; Stefania Costantini; Ivan Letteri; Francesca A. Lisi (ICLP Technical Communications, 2021)

AI and Videogames: a "Drosophila" for Declarative Methods. - Denise Angilica; Giovambattista Ianni; Francesca A. Lisi; Luca Pulina (IPS/RiCeRcA/SPIRIT@AI*IA, 2022)

Ethics and Gender for Responsible Research and Innovation in AI (extended abstract). - Francesca Alessandra Lisi (BEWARE@AI*IA, 2022)

A Declarative Approach to Contrast Pattern Mining. - Francesca Alessandra Lisi; Gioacchino Sterlicchio (AI*IA, 2022)

Declarative Pattern Mining in Digital Forensics: Preliminary Results. - Francesca Alessandra Lisi; Gioacchino Sterlicchio (CILC, 2022)

Mining Sequences in Phone Recordings with Answer Set Programming. - Francesca Alessandra Lisi; Gioacchino Sterlicchio (HYDRA/RCRA@LPNMR, 2022)

Learning Domain Ethical Principles from Interactions with Users. - Abeer Dyoub; Stefania Costantini; Francesca Alessandra Lisi (Digit. Soc., 2022)

Mining Contrast Sequential Patterns with ASP. - Francesca Alessandra Lisi; Gioacchino Sterlicchio (AI*IA, 2023)

Exploring Ethical and Conceptual Foundations of Human-Centred Symbiosis with Artificial Intelligence. - Antonio Carnevale; Antonio Lombardi; Francesca Alessandra Lisi (BEWARE@AI*IA, 2023)

Declarative AI and Digital Forensics: Activities and Results within the DigForASP project. - Francesca Alessandra Lisi; Gioacchino Sterlicchio (Ital-IA, 2023)

A Case Study for Declarative Pattern Mining in Digital Forensics. - Francesca Alessandra Lisi; Gioacchino Sterlicchio; David Billard (RuleML+RR, 2023)

Editorial: Ethical design of artificial intelligence-based systems for decision making. - Giulio Biondi; Stefano Cagnoni; Roberto Capobianco; Valentina Franzoni; Francesca A. Lisi; Alfredo Milani; Jordi Vallverdú (Frontiers Artif. Intell., 2023)

An ASP-based Approach to Network Security in Urban Air Mobility (Short paper). - Gioacchino Sterlicchio; Francesca Alessandra Lisi (DP@AI*IA, 2024)

Towards Ethical Risk Assessment of Symbiotic AI Systems with Fuzzy Rules. - Abeer Dyoub; Francesca Alessandra Lisi (BEWARE@AI*IA, 2024)

Rethinking Bias and Fairness in AI Through the Lens of Gender Studies. - Gabriele Nino; Francesca Alessandra Lisi (BEWARE@AI*IA, 2024)

Condensed Representations for Contrast Sequential Pattern Mining in ASP. - Gioacchino Sterlicchio; Francesca A. Lisi (CILC, 2024)

Declarative Pattern Mining in Network Security. - Gioacchino Sterlicchio; Francesca Alessandra Lisi (DS (LB), 2024)

Detecting Patterns of Attacks to Network Security in Urban Air Mobility with Answer Set Programming. - Gioacchino Sterlicchio; Francesca Alessandra Lisi (ECAI, 2024)

Acceptability of Symbiotic Artificial Intelligence: Highlights from the FAIR project. - Francesca Alessandra Lisi; Antonio Carnevale; Abeer Dyoub; Antonio Lombardi; Piero Marra; Lorenzo Pulito (Ital-IA, 2024)

A Procedural Idea of Decision-making in the Context of Symbiotic AI. - Piero Marra; Lorenzo Pulito; Antonio Carnevale; Antonio Lombardi; Abeer Dyoub; Francesca A. Lisi (SYNERGY@AVI, 2024)

A human-centred approach to symbiotic AI: Questioning the ethical and conceptual foundation. - Antonio Carnevale; Antonio Lombardi; Francesca A. Lisi (Intelligenza Artificiale, 2024)

Weighted Assumption Based Argumentation to reason about ethical principles and actions. - Paolo Baldi; Fabio Aurelio D'Asaro; Abeer Dyoub; Francesca A. Lisi (CILC, 2025)

An ASP-based Approach to UAM Strategic Deconfliction: preliminary results. - Gioacchino Sterlicchio; Angelo Oddi; Riccardo Rasconi; Francesca A. Lisi (CILC, 2025)

A Fuzzy Approach to the Specification, Verification and Validation of Risk-Based Ethical Decision Making Models. - Abeer Dyoub; Francesca A. Lisi (CoRR, 2025)

ff4ERA: A new Fuzzy Framework for Ethical Risk Assessment in AI. - Abeer Dyoub; Ivan Letteri; Francesca A. Lisi (CoRR, 2025)