Leopoldo E. Bertossi
Orcid: 0000-0002-1144-3179Affiliations:
- Adolfo Ibáñez University, Santiago, Chile
- Carleton University, Ottawa, Canada
According to our database1,
Leopoldo E. Bertossi
authored at least 146 papers
between 1990 and 2024.
Collaborative distances:
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Bibliography
2024
Proceedings of the Conference on Governance, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
2023
Theory Pract. Log. Program., May, 2023
Extending sticky-Datalog± via finite-position selection functions: Tractability, algorithms, and optimization.
Inf. Syst., March, 2023
Trans. Large Scale Data Knowl. Centered Syst., 2023
On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results.
J. Mach. Learn. Res., 2023
Efficient Computation of Shap Explanation Scores for Neural Network Classifiers via Knowledge Compilation.
Proceedings of the Logics in Artificial Intelligence - 18th European Conference, 2023
Compiling Neural Network Classifiers into Boolean Circuits for Efficient Shap-Score Computation (short paper).
Proceedings of the 15th Alberto Mendelzon International Workshop on Foundations of Data Management (AMW 2023), 2023
Proceedings of the Advances in Databases and Information Systems, 2023
2022
Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence.
Proceedings of the Reasoning Web. Causality, Explanations and Declarative Knowledge, 2022
2021
Specifying and computing causes for query answers in databases via database repairs and repair-programs.
Knowl. Inf. Syst., 2021
CoRR, 2021
Second-Order Specifications and Quantifier Elimination for Consistent Query Answering in Databases.
CoRR, 2021
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis.
Proceedings of the Reasoning Web. Declarative Artificial Intelligence, 2021
Second-Order Specifications and Quantifier Elimination for Consistent Query Answering in Databases (Abstract).
Proceedings of the Second Workshop on Second-Order Quantifier Elimination and Related Topics (SOQE 2021) associated with the 18th International Conference on Principles of Knowledge Representation and Reasoning (KR 2021), 2021
Answer-Set Programs for Reasoning About Counterfactual Interventions and Responsibility Scores for Classification.
Proceedings of the Inductive Logic Programming - 30th International Conference, 2021
The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
The Tractability of SHAP-scores over Deterministic and Decomposable Boolean Circuits.
CoRR, 2020
Proceedings of the Scalable Uncertainty Management - 14th International Conference, 2020
Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020
Proceedings of the Rules and Reasoning - 4th International Joint Conference, 2020
2019
Proceedings of the 38th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2019
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2019
Proceedings of the 22nd International Conference on Database Theory, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
ACM J. Data Inf. Qual., 2018
CoRR, 2018
Proceedings of the Scalable Uncertainty Management - 12th International Conference, 2018
Characterizing and Computing Causes for Query Answers in Databases from Database Repairs and Repair Programs.
Proceedings of the Foundations of Information and Knowledge Systems, 2018
Proceedings of the 12th Alberto Mendelzon International Workshop on Foundations of Data Management, 2018
2017
Theory Pract. Log. Program., 2017
Theory Comput. Syst., 2017
Causes for query answers from databases: Datalog abduction, view-updates, and integrity constraints.
Int. J. Approx. Reason., 2017
Int. J. Approx. Reason., 2017
Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
The Ontological Multidimensional Data Model in Quality Data Specification and Extraction - (Extended Abstract and Progress Report).
Proceedings of the Data Analytics - 31st British International Conference on Databases, 2017
Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, 2017
2016
CoRR, 2016
Complexity of Consistent Query Answering in Databases under Cardinality-Based and Incremental Repair Semantics (extended version).
CoRR, 2016
Proceedings of the 8th USENIX Workshop on the Theory and Practice of Provenance, 2016
Proceedings of the Web Reasoning and Rule Systems - 10th International Conference, 2016
Extending Weakly-Sticky Datalog<sup>±</sup>: Query-Answering Tractability and Optimizations.
Proceedings of the Web Reasoning and Rule Systems - 10th International Conference, 2016
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016
Proceedings of the 10th Alberto Mendelzon International Workshop on Foundations of Data Management, 2016
2015
Proceedings of the UAI 2015 Workshop on Advances in Causal Inference co-located with the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), 2015
Ontology-Based Multidimensional Contexts with Applications to Quality Data Specification and Extraction.
Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015
Tractable Query Answering and Optimization for Extensions of Weakly-Sticky Datalog+-.
Proceedings of the 9th Alberto Mendelzon International Workshop on Foundations of Data Management, Lima, Peru, May 6, 2015
2014
Proceedings of the Scalable Uncertainty Management - 8th International Conference, 2014
Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014
Causality in Databases, Database Repairs, and Consistency-Based Diagnosis (extended abstract).
Proceedings of the 8th Alberto Mendelzon Workshop on Foundations of Data Management, 2014
2013
IEEE Trans. Knowl. Data Eng., 2013
Theory Comput. Syst., 2013
Tractable vs. Intractable Cases of Matching Dependencies for Query Answering under Entity Resolution.
CoRR, 2013
A multidimensional data model with subcategories for flexibly capturing summarizability.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
On the Complexity of Query Answering under Matching Dependencies for Entity Resolution.
Proceedings of the 7th Alberto Mendelzon International Workshop on Foundations of Data Management, 2013
Proceedings of the Handbook of Data Quality, Research and Practice., 2013
2012
Tractable Cases of Clean Query Answering under Entity Resolution via Matching Dependencies.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Thirteenth International Conference, 2012
Proceedings of the 15th International Conference on Extending Database Technology, 2012
Proceedings of the Datalog in Academia and Industry - Second International Workshop, 2012
Proceedings of the 6th Alberto Mendelzon International Workshop on Foundations of Data Management, 2012
2011
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01883-1, 2011
Query Answering under Matching Dependencies for Data Cleaning: Complexity and Algorithms
CoRR, 2011
Tutorial: Semantic Constraints for Data Quality Assessment and Cleaning.
Proceedings of the Sistemi Evoluti per Basi di Dati, 2011
Matching dependencies with arbitrary attribute values: semantics, query answering and integrity constraints.
Proceedings of the 4th International Workshop on Logic in Databases, 2011
Proceedings of the 5th Alberto Mendelzon International Workshop on Foundations of Data Management, 2011
2010
The consistency extractor system: Answer set programs for consistent query answering in databases.
Data Knowl. Eng., 2010
Proceedings of the Enabling Real-Time Business Intelligence - 4th International Workshop, 2010
Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Data Management in Grid and Peer-to-Peer Systems, 2009
Proceedings of the 3rd Alberto Mendelzon International Workshop on Foundations of Data Management, 2009
From Database Repair Programs to Consistent Query Answering in Classical Logic (extended abstract).
Proceedings of the 3rd Alberto Mendelzon International Workshop on Foundations of Data Management, 2009
2008
The complexity and approximation of fixing numerical attributes in databases under integrity constraints.
Inf. Syst., 2008
Proceedings of the Data Management in Grid and Peer-to-Peer Systems, 2008
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008
2007
The Consistency Extractor System: Querying Inconsistent Databases Using Answer Set Programs.
Proceedings of the Scalable Uncertainty Management, First International Conference, 2007
Proceedings of the Logic for Programming, 2007
Proceedings of the Integrated Network Management, 2007
Complexity of Consistent Query Answering in Databases Under Cardinality-Based and Incremental Repair Semantics.
Proceedings of the Database Theory, 2007
2006
Proceedings of the Current Trends in Database Technology - EDBT 2006, 2006
Proceedings of the 17th International Workshop on Database and Expert Systems Applications (DEXA 2006), 2006
2005
SIGMOD Rec., 2005
Deductive databases for computing certain and consistent answers from mediated data integration systems.
J. Appl. Log., 2005
Data Cleansing for Numerical Data Sets.
Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005
Proceedings of the XXV International Conference of the Chilean Computer Science Society, 2005
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005
Proceedings of the Inconsistency Tolerance [result from a Dagstuhl seminar], 2005
Proceedings of the Inconsistency Tolerance [result from a Dagstuhl seminar], 2005
2004
Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004
Proceedings of the 2004 conference of the Centre for Advanced Studies on Collaborative research, 2004
2003
Theory Pract. Log. Program., 2003
Proceedings of the Practical Aspects of Declarative Languages, 5th International Symposium, 2003
Proceedings of the IJCAI-03, 2003
Query Answering in Inconsistent Databases.
Proceedings of the Logics for Emerging Applications of Databases [outcome of a Dagstuhl seminar], 2003
2002
Repairing databases with annotated predicate logic.
Proceedings of the 9th International Workshop on Non-Monotonic Reasoning (NMR 2002), 2002
Proceedings of the Flexible Query Answering Systems, 5th International Conference, 2002
Proceedings of the Foundations of Information and Knowledge Systems, 2002
2001
Characterizing and Computing Semantically Correct Answers from Databases with Annotated Logic and Answer Sets.
Proceedings of the Semantics in Databases, 2001
Proceedings of the Database Theory, 2001
2000
Proceedings of the Flexible Query Answering Systems, 2000
Proceedings of the Computational Logic, 2000
Proceedings of the Computational Logic, 2000
1999
Proceedings of the Eighteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 31, 1999
Proceedings of the Transactions and Database Dynamics, 1999
Specification and Implementation of Temporal Databases in a Bitemporal Event Calculus.
Proceedings of the Advances in Conceptual Modeling: ER '99 Workshops on Evolution and Change in Data Management, 1999
1998
J. Intell. Inf. Syst., 1998
Proceedings of 18th International Conference of the Chilean Computer Science Society (SCCC '98), 1998
Proceedings of 18th International Conference of the Chilean Computer Science Society (SCCC '98), 1998
Proceedings of the 5th International Workshop on Knowledge Represenation Meets Databases (KRDB '98): Innovative Application Programming and Query Interfaces, 1998
Proceedings of the Transactions and Change in Logic Databases, 1998
1996
Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996
1995
Proceedings of the Advances in Artificial Intelligence, 1995
1994
Proceedings of the Logics in Artificial Intelligence, European Workshop, 1994
Proceedings of the Temporal Logic, First International Conference, 1994
1990