| 2026 | PERCOM | Evaluating Adversary Strategies Through a Security Twin. | Fabrizio Baiardi, Vincenzo Sammartino, Salvatore Ruggieri |
| 2025 | AAAI | A Practical Approach to Causal Inference over Time. | Martina Cinquini, Isacco Beretta, Salvatore Ruggieri, Isabel Valera |
| 2025 | AAAI | Things Machine Learning Models Know That They Don't Know. | Salvatore Ruggieri, Andrea Pugnana |
| 2025 | AIES | Toward A Causal Framework for Modeling Perception. | Jos M. lvarez, Salvatore Ruggieri |
| 2025 | AISTATS | A Causal Framework for Evaluating Deferring Systems. | Filippo Palomba, Andrea Pugnana, Jos M. lvarez, Salvatore Ruggieri |
| 2025 | PERCOM | AI-enabled Cybersecurity using Synthetic Data. | Fabrizio Baiardi, Salvatore Ruggieri, Vincenzo Sammartino |
| 2025 | WSDM | The Initial Screening Order Problem. | Jos M. lvarez, Antonio Mastropietro, Salvatore Ruggieri |
| 2024 | ECAI | Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule. | Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci |
| 2023 | AAAI | A Model-Agnostic Heuristics for Selective Classification. | Andrea Pugnana, Salvatore Ruggieri |
| 2023 | AAAI | Can We Trust Fair-AI? | Salvatore Ruggieri, Jos M. lvarez, Andrea Pugnana, Laura State, Franco Turini |
| 2023 | AIES | Fairness Implications of Encoding Protected Categorical Attributes. | Carlos Mougan, Jos M. lvarez, Salvatore Ruggieri, Steffen Staab |
| 2023 | AISTATS | AUC-based Selective Classification. | Andrea Pugnana, Salvatore Ruggieri |
| 2023 | DIS | GenFair: A Genetic Fairness-Enhancing Data Generation Framework. | Federico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri |
| 2023 | JELIA | Declarative Reasoning on Explanations Using Constraint Logic Programming. | Laura State, Salvatore Ruggieri, Franco Turini |
| 2022 | LREC | Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset. | Marta Marchiori Manerba, Riccardo Guidotti, Lucia C. Passaro, Salvatore Ruggieri |
| 2021 | DIS | Ensemble of Counterfactual Explainers. | Riccardo Guidotti, Salvatore Ruggieri |
| 2020 | DIS | Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars. | Orestis Lampridis, Riccardo Guidotti, Salvatore Ruggieri |
| 2019 | AAAI | Meaningful Explanations of Black Box AI Decision Systems. | Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini |
| 2019 | EDBT | SCube: A Tool for Segregation Discovery. | Alessandro Baroni, Salvatore Ruggieri |
| 2019 | IJCNN | On The Stability of Interpretable Models. | Riccardo Guidotti, Salvatore Ruggieri |
| 2019 | WWW | Estimating the Total Volume of Queries to Google. | Fabrizio Lillo, Salvatore Ruggieri |
| 2017 | ICML | Enumerating Distinct Decision Trees. | Salvatore Ruggieri |
| 2017 | SEFM | Sequential Pattern Mining for ICT Risk Assessment and Prevention. | Michele D'Andreagiovanni, Fabrizio Baiardi, Jacopo Lipilini, Salvatore Ruggieri, Federico Tonelli |
| 2016 | ICDM | Classification Rule Mining Supported by Ontology for Discrimination Discovery. | Binh Thanh Luong, Salvatore Ruggieri, Franco Turini |
| 2015 | DSAA | The layered structure of company share networks. | Andrea Romei, Salvatore Ruggieri, Franco Turini |
| 2015 | IDA | Segregation Discovery in a Social Network of Companies. | Alessandro Baroni, Salvatore Ruggieri |
| 2013 | ICDM | Data Anonymity Meets Non-discrimination. | Salvatore Ruggieri |
| 2013 | IJCAI | Learning from Polyhedral Sets. | Salvatore Ruggieri |
| 2012 | ECAI | Deciding Membership in a Class of Polyhedra. | Salvatore Ruggieri |
| 2012 | ICDM | Discovering Gender Discrimination in Project Funding. | Andrea Romei, Salvatore Ruggieri, Franco Turini |
| 2012 | ISAIM | Computational complexity of inclusion queries over polyhedral sets. | Pavlos Eirinakis, Salvatore Ruggieri, K. Subramani, Piotr Wojciechowski |
| 2012 | SAC | A study of top-k measures for discrimination discovery. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2012 | SDM | Subtree Replacement in Decision Tree Simplification. | Salvatore Ruggieri |
| 2011 | ISMIS | Who/Where Are My New Customers? | Salvatore Rinzivillo, Salvatore Ruggieri |
| 2011 | KDD | k-NN as an implementation of situation testing for discrimination discovery and prevention. | Binh Luong Thanh, Salvatore Ruggieri, Franco Turini |
| 2010 | KDD | Frequent regular itemset mining. | Salvatore Ruggieri |
| 2010 | SAC | Variable ranges in linear constraints. | Salvatore Ruggieri, Fred Mesnard |
| 2010 | SIGMOD | DCUBE: discrimination discovery in databases. | Salvatore Ruggieri, Dino Pedreschi, Franco Turini |
| 2009 | ICAIL | Integrating induction and deduction for finding evidence of discrimination. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2009 | SDM | Measuring Discrimination in Socially-Sensitive Decision Records. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2008 | KDD | Discrimination-aware data mining. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2008 | SAS | Typing Linear Constraints for Moding CLP() Programs. | Salvatore Ruggieri, Frdric Mesnard |
| 2004 | ICTAI | YaDT: Yet another Decision Tree Builder. | Salvatore Ruggieri |
| 1999 | ICLP | Bounded Nondeterminism of Logic Programs. | Dino Pedreschi, Salvatore Ruggieri |
| 1998 | ESOP | A Complete Declarative Debugger of Missing Answers. | Salvatore Ruggieri |
| 1998 | REFSQ | On Linguistic Quality of Natural Language Requirements. | Fabrizio Fabbrini, Mario Fusani, Vincenzo Gervasi, Stefania Gnesi, Salvatore Ruggieri |
| 1997 | ICALP | Termination of Constraint Logic Programs. | Salvatore Ruggieri |
| 1996 | MMM | Intelligent Multimedia Presentation Systems: A Proposal for a Reference Model. | Monica Bordegoni, Giorgio P. Faconti, Thomas Rist, Salvatore Ruggieri, Panos E. Trahanias, Michael D. Wilson |
| 1994 | ICLP | Proving (total) correctness of Prolog programs. | Salvatore Ruggieri |