| 2024 | ECAI | The Distributional Uncertainty of the SHAP Score in Explainable Machine Learning. | Santiago Cifuentes, Leopoldo E. Bertossi, Nina Pardal, Sergio Abriola, Maria Vanina Martinez, Miguel Romero |
| 2023 | ADBIS | Attribution-Scores in Data Management and Explainable Machine Learning. | Leopoldo E. Bertossi |
| 2023 | JELIA | Efficient Computation of Shap Explanation Scores for Neural Network Classifiers via Knowledge Compilation. | Leopoldo E. Bertossi, Jorge E. Leon |
| 2021 | AAAI | The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits. | Marcelo Arenas, Pablo Barcel, Leopoldo E. Bertossi, Mikal Monet |
| 2021 | ILP | Answer-Set Programs for Reasoning About Counterfactual Interventions and Responsibility Scores for Classification. | Leopoldo E. Bertossi, Gabriela Reyes |
| 2021 | KR | Second-Order Specifications and Quantifier Elimination for Consistent Query Answering in Databases (Abstract). | Leopoldo E. Bertossi |
| 2020 | ICDT | The Shapley Value of Tuples in Query Answering. | Ester Livshits, Leopoldo E. Bertossi, Benny Kimelfeld, Moshe Sebag |
| 2020 | SIGMOD | Causality-based Explanation of Classification Outcomes. | Leopoldo E. Bertossi, Jordan Li, Maximilian Schleich, Dan Suciu, Zografoula Vagena |
| 2019 | ICDT | Datalog: Bag Semantics via Set Semantics. | Leopoldo E. Bertossi, Georg Gottlob, Reinhard Pichler |
| 2019 | LPNMR | Repair-Based Degrees of Database Inconsistency. | Leopoldo E. Bertossi |
| 2019 | PODS | Database Repairs and Consistent Query Answering: Origins and Further Developments. | Leopoldo E. Bertossi |
| 2017 | FlAIRS | Enforcing Relational Matching Dependencies with Datalog for Entity Resolution. | Zeinab Bahmani, Leopoldo E. Bertossi |
| 2016 | FlAIRS | Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints. | Babak Salimi, Leopoldo E. Bertossi |
| 2015 | ICDT | From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. | Babak Salimi, Leopoldo E. Bertossi |
| 2015 | UAI | Query-Answer Causality in Databases: Abductive Diagnosis and View Updates. | Babak Salimi, Leopoldo E. Bertossi |
| 2014 | ICDE | Extending contexts with ontologies for multidimensional data quality assessment. | Mostafa Milani, Leopoldo E. Bertossi, Sina Ariyan |
| 2013 | SSDBM | A multidimensional data model with subcategories for flexibly capturing summarizability. | Sina Ariyan, Leopoldo E. Bertossi |
| 2012 | EDBT | Repair-oriented relational schemas for multidimensional databases. | Mahkameh Yaghmaie, Leopoldo E. Bertossi, Sina Ariyan |
| 2012 | KR | Declarative Entity Resolution via Matching Dependencies and Answer Set Programs. | Zeinab Bahmani, Leopoldo E. Bertossi, Solmaz Kolahi, Laks V. S. Lakshmanan |
| 2011 | ICDT | Data cleaning and query answering with matching dependencies and matching functions. | Leopoldo E. Bertossi, Solmaz Kolahi, Laks V. S. Lakshmanan |
| 2007 | ICDT | Complexity of Consistent Query Answering in Databases Under Cardinality-Based and Incremental Repair Semantics. | Andrei Lopatenko, Leopoldo E. Bertossi |
| 2007 | IM | A Hybrid Approach to Operating System Discovery using Answer Set Programming. | Franois Gagnon, Babak Esfandiari, Leopoldo E. Bertossi |
| 2007 | LPAR | The Semantics of Consistency and Trust in Peer Data Exchange Systems. | Leopoldo E. Bertossi, Loreto Bravo |
| 2003 | IJCAI | Logic Programs for Consistently Querying Data Integration Systems. | Loreto Bravo, Leopoldo E. Bertossi |
| 2003 | PADL | Logic Programs for Querying Inconsistent Databases. | Pablo Barcel, Leopoldo E. Bertossi |
| 2002 | FQAS | Consistent Answers from Integrated Data Sources. | Leopoldo E. Bertossi, Jan Chomicki, Alvaro Corts-Calabuig, Claudio Gutierrez |
| 2001 | ICDT | Scalar Aggregation in FD-Inconsistent Databases. | Marcelo Arenas, Leopoldo E. Bertossi, Jan Chomicki |
| 2000 | FQAS | Specifying and Querying Database Repairs using Logic Programs with Exceptions. | Marcelo Arenas, Leopoldo E. Bertossi, Jan Chomicki |
| 1999 | ER | Specification and Implementation of Temporal Databases in a Bitemporal Event Calculus. | Carlos A. Mareco, Leopoldo E. Bertossi |
| 1999 | PODS | Consistent Query Answers in Inconsistent Databases. | Marcelo Arenas, Leopoldo E. Bertossi, Jan Chomicki |
| 1996 | ISMIS | Automating Proofs of Integrity Constraints in Situation Calculus. | Leopoldo E. Bertossi, Javier Pinto, Pablo Sez, Deepak Kapur, Mahadevan Subramaniam |
| 1994 | JELIA | On the Concept of Generic Object: A Nonmonotonic Reasoning Approach and Examples. | Leopoldo E. Bertossi, Raymond Reiter |