Leopoldo E. Bertossi

Gabriela Reyes

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Data Quality and Explainable AI.

[BibT_eX]

[DOI]

Floris Geerts

ACM J. Data Inf. Qual., 2020

The Tractability of SHAP-scores over Deterministic and Decomposable Boolean Circuits.

[BibT_eX]

[DOI]

CoRR, 2020

Score-Based Explanations in Data Management and Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 14th International Conference, 2020

Causality-based Explanation of Classification Outcomes.

[BibT_eX]

[DOI]

Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020

An ASP-Based Approach to Counterfactual Explanations for Classification.

[BibT_eX]

[DOI]

Proceedings of the Rules and Reasoning - 4th International Joint Conference, 2020

2019

Database Repairs and Consistent Query Answering: Origins and Further Developments.

[BibT_eX]

[DOI]

Proceedings of the 38th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2019

Repair-Based Degrees of Database Inconsistency.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2019

Datalog: Bag Semantics via Set Semantics.

[BibT_eX]

[DOI]

Georg Gottlob

Reinhard Pichler

Proceedings of the 22nd International Conference on Database Theory, 2019

2018

Null Values.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Inconsistent Databases.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Database Repair.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Consistent Query Answering.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Ontological Multidimensional Data Models and Contextual Data Quality.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2018

Repair-Based Degrees of Database Inconsistency: Computation and Complexity.

[BibT_eX]

[DOI]

CoRR, 2018

Measuring and Computing Database Inconsistency via Repairs.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Information and Knowledge Systems, 2018

Causality in Databases: Answer-Set Programs and Integrity Constraints.

[BibT_eX]

[DOI]

Proceedings of the 12th Alberto Mendelzon International Workshop on Foundations of Data Management, 2018

2017

Consistency and trust in peer data exchange systems.

[BibT_eX]

[DOI]

Theory Pract. Log. Program., 2017

From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back.

[BibT_eX]

[DOI]

Theory Comput. Syst., 2017

Causes for query answers from databases: Datalog abduction, view-updates, and integrity constraints.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2017

ERBlox: Combining matching dependencies with machine learning for entity resolution.

[BibT_eX]

[DOI]

Zeinab Bahmani

Nikolaos Vasiloglou

Int. J. Approx. Reason., 2017

Ontological Multidimensional Data Models and Contextual Data Qality.

[BibT_eX]

[DOI]

CoRR, 2017

RuleML (Web Rule Symposium) 2016 Report.

[BibT_eX]

[DOI]

AI Mag., 2017

The Causality/Repair Connection in Databases: Causality-Programs.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017

Enforcing Relational Matching Dependencies with Datalog for Entity Resolution.

[BibT_eX]

[DOI]

Zeinab Bahmani

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).

[BibT_eX]

[DOI]

Proceedings of the Data Analytics - 31st British International Conference on Databases, 2017

The Ontological Multidimensional Data Model.

[BibT_eX]

[DOI]

Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, 2017

2016

A Hybrid Approach to Query Answering under Expressive Datalog+/-.

[BibT_eX]

[DOI]

Andrea Calì

CoRR, 2016

Extending Weakly-Sticky Datalog+/-: Query-Answering Tractability and Optimizations.

[BibT_eX]

[DOI]

CoRR, 2016

Complexity of Consistent Query Answering in Databases under Cardinality-Based and Incremental Repair Semantics (extended version).

[BibT_eX]

[DOI]

Andrei Lopatenko

CoRR, 2016

Contexts and Data Quality Assessment.

[BibT_eX]

[DOI]

Flavio Rizzolo

CoRR, 2016

Quantifying Causal Effects on Query Answering in Databases.

[BibT_eX]

[DOI]

Proceedings of the 8th USENIX Workshop on the Theory and Practice of Provenance, 2016

A Hybrid Approach to Query Answering Under Expressive Datalog ^\pm.

[BibT_eX]

[DOI]

Andrea Calì

Proceedings of the Web Reasoning and Rule Systems - 10th International Conference, 2016

Extending Weakly-Sticky Datalog<sup>±</sup>: Query-Answering Tractability and Optimizations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Query Answering on Expressive Datalog+/- Ontologies.

[BibT_eX]

[DOI]

Andrea Calì

Proceedings of the 10th Alberto Mendelzon International Workshop on Foundations of Data Management, 2016

2015

Query-Answer Causality in Databases: Abductive Diagnosis and View Updates.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015

Tractable Query Answering and Optimization for Extensions of Weakly-Sticky Datalog+-.

[BibT_eX]

[DOI]

Proceedings of the 9th Alberto Mendelzon International Workshop on Foundations of Data Management, Lima, Peru, May 6, 2015

2014

Causality in Databases: The Diagnosis and Repair Connections.

[BibT_eX]

[DOI]

CoRR, 2014

Unifying Causality, Diagnosis, Repairs and View-Updates in Databases.

[BibT_eX]

[DOI]

CoRR, 2014

Tractable vs. Intractable Cases of Query Answering under Matching Dependencies.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 8th International Conference, 2014

Extending contexts with ontologies for multidimensional data quality assessment.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

Proceedings of the 8th Alberto Mendelzon Workshop on Foundations of Data Management, 2014

2013

Achieving Data Privacy through Secrecy Views and Null-Based Virtual Updates.

[BibT_eX]

[DOI]

Lechen Li

IEEE Trans. Knowl. Data Eng., 2013

Data Cleaning and Query Answering with Matching Dependencies and Matching Functions.

[BibT_eX]

[DOI]

Solmaz Kolahi

Laks V. S. Lakshmanan

Theory Comput. Syst., 2013

Consistent query answering under spatial semantic constraints.

[BibT_eX]

[DOI]

M. Andrea Rodríguez

Inf. Syst., 2013

Tractable vs. Intractable Cases of Matching Dependencies for Query Answering under Entity Resolution.

[BibT_eX]

[DOI]

CoRR, 2013

A multidimensional data model with subcategories for flexibly capturing summarizability.

[BibT_eX]

[DOI]

Proceedings of the Conference on Scientific and Statistical Database Management, 2013

On the Complexity of Query Answering under Matching Dependencies for Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the 7th Alberto Mendelzon International Workshop on Foundations of Data Management, 2013

Generic and Declarative Approaches to Data Quality Management.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Data Quality, Research and Practice., 2013

2012

Matching dependencies: semantics and query answering.

[BibT_eX]

[DOI]

Iluju Kiringa

Frontiers Comput. Sci., 2012

Tractable Cases of Clean Query Answering under Entity Resolution via Matching Dependencies.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Declarative Entity Resolution via Matching Dependencies and Answer Set Programs.

[BibT_eX]

[DOI]

Zeinab Bahmani

Solmaz Kolahi

Laks V. S. Lakshmanan

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Thirteenth International Conference, 2012

Repair-oriented relational schemas for multidimensional databases.

[BibT_eX]

[DOI]

Mahkameh Yaghmaie

Proceedings of the 15th International Conference on Extending Database Technology, 2012

Query Rewriting Using Datalog for Duplicate Resolution.

[BibT_eX]

[DOI]

Proceedings of the Datalog in Academia and Industry - Second International Workshop, 2012

Multidimensional Contexts for Data Quality Assessment.

[BibT_eX]

[DOI]

Aida Malaki

Flavio Rizzolo

Proceedings of the 6th Alberto Mendelzon International Workshop on Foundations of Data Management, 2012

2011

Database Repairing and Consistent Query Answering

[BibT_eX]

[DOI]

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

[BibT_eX]

[DOI]

CoRR, 2011

Tutorial: Semantic Constraints for Data Quality Assessment and Cleaning.

[BibT_eX]

Leo Bertossi

Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Matching dependencies with arbitrary attribute values: semantics, query answering and integrity constraints.

[BibT_eX]

[DOI]

Iluju Kiringa

Proceedings of the 4th International Workshop on Logic in Databases, 2011

Structural Repairs of Multidimensional Databases.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2010

Data Quality Is Context Dependent.

[BibT_eX]

[DOI]

Flavio Rizzolo

Lei Jiang

Proceedings of the Enabling Real-Time Business Intelligence - 4th International Workshop, 2010

On the Decidability of Consistent Query Answering.

[BibT_eX]

[DOI]

Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, 2010

2009

Null Values.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Inconsistent Databases.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Database Repair.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Consistent Query Answering.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Designing, Specifying and Querying Metadata for Virtual Data Integration Systems.

[BibT_eX]

[DOI]

Gayathri Jayaraman

Proceedings of the Data Management in Grid and Peer-to-Peer Systems, 2009

Consistent Query Answering in Data Warehouses.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Inf. Syst., 2008

Information Sharing Agents in a Peer Data Exchange System.

[BibT_eX]

[DOI]

Proceedings of the Data Management in Grid and Peer-to-Peer Systems, 2008

An inconsistency tolerant approach to querying spatial databases.

[BibT_eX]

[DOI]

M. Andrea Rodríguez

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.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management, First International Conference, 2007

The Semantics of Consistency and Trust in Peer Data Exchange Systems.

[BibT_eX]

[DOI]

Proceedings of the Logic for Programming, 2007

A Hybrid Approach to Operating System Discovery using Answer Set Programming.

[BibT_eX]

[DOI]

François Gagnon

Babak Esfandiari

Proceedings of the Integrated Network Management, 2007

Complexity of Consistent Query Answering in Databases Under Cardinality-Based and Incremental Repair Semantics.

[BibT_eX]

[DOI]

Andrei Lopatenko

Proceedings of the Database Theory, 2007

2006

Consistent query answering in databases.

[BibT_eX]

[DOI]

SIGMOD Rec., 2006

Semantically Correct Query Answers in the Presence of Null Values.

[BibT_eX]

[DOI]

Proceedings of the Current Trends in Database Technology - EDBT 2006, 2006

Consistent Query Answering By Minimal-Size Repairs.

[BibT_eX]

[DOI]

Andrei Lopatenko

Proceedings of the 17th International Workshop on Database and Expert Systems Applications (DEXA 2006), 2006

2005

Exchange, integration, and consistency of data: report on the ARISE/NISR workshop.

[BibT_eX]

[DOI]

SIGMOD Rec., 2005

Deductive databases for computing certain and consistent answers from mediated data integration systems.

[BibT_eX]

[DOI]

J. Appl. Log., 2005

Data Cleansing for Numerical Data Sets.

[BibT_eX]

Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Optimizing repair programs for consistent query answering.

[BibT_eX]

[DOI]

Proceedings of the XXV International Conference of the Chilean Computer Science Society, 2005

Fixing Inconsistent Databases by Updating Numerical Attributes.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

Introduction to Inconsistency Tolerance.

[BibT_eX]

[DOI]

Anthony Hunter

Torsten Schaub

Proceedings of the Inconsistency Tolerance [result from a Dagstuhl seminar], 2005

Consistent Query Answers in Virtual Data Integration Systems.

[BibT_eX]

[DOI]

Proceedings of the Inconsistency Tolerance [result from a Dagstuhl seminar], 2005

2004

Database Repairs and Analytic Tableaux.

[BibT_eX]

[DOI]

Camilla Schwind

Ann. Math. Artif. Intell., 2004

Query Answering in Peer-to-Peer Data Exchange Systems.

[BibT_eX]

[DOI]

Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

Consistent query answering under inclusion dependencies.

[BibT_eX]

[DOI]

Proceedings of the 2004 conference of the Centre for Advanced Studies on Collaborative research, 2004

2003

Answer sets for consistent query answering in inconsistent databases.

[BibT_eX]

[DOI]

Theory Pract. Log. Program., 2003

Scalar aggregation in inconsistent databases.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2003

Logic Programs for Querying Inconsistent Databases.

[BibT_eX]

[DOI]

Pablo Barceló

Proceedings of the Practical Aspects of Declarative Languages, 5th International Symposium, 2003

Logic Programs for Consistently Querying Data Integration Systems.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Query Answering in Inconsistent Databases.

[BibT_eX]

Proceedings of the Logics for Emerging Applications of Databases [outcome of a Dagstuhl seminar], 2003

2002

Hypothetical Temporal Reasoning in Databases.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2002

Repairing databases with annotated predicate logic.

[BibT_eX]

Pablo Barceló

Proceedings of the 9th International Workshop on Non-Monotonic Reasoning (NMR 2002), 2002

Consistent Answers from Integrated Data Sources.

[BibT_eX]

[DOI]

Alvaro Cortés-Calabuig

Claudio Gutierrez

Proceedings of the Flexible Query Answering Systems, 5th International Conference, 2002

Analytic Tableaux and Database Repairs: Foundations.

[BibT_eX]

[DOI]

Camilla Schwind

Proceedings of the Foundations of Information and Knowledge Systems, 2002

2001

Semantics in Databases.

[BibT_eX]

[DOI]

Proceedings of the Semantics in Databases, 2001

Characterizing and Computing Semantically Correct Answers from Databases with Annotated Logic and Answer Sets.

[BibT_eX]

[DOI]

Pablo Barceló

Proceedings of the Semantics in Databases, 2001

Scalar Aggregation in FD-Inconsistent Databases.

[BibT_eX]

[DOI]

Proceedings of the Database Theory, 2001

2000

Evolution and Change in Data Management - Issues and Directions.

[BibT_eX]

[DOI]

SIGMOD Rec., 2000

Specifying and Querying Database Repairs using Logic Programs with Exceptions.

[BibT_eX]

[DOI]

Proceedings of the Flexible Query Answering Systems, 2000

Querying Inconsistent Databases: Algorithms and Implementation.

[BibT_eX]

[DOI]

Alexander Celle

Proceedings of the Computational Logic, 2000

Applications of Annotated Predicate Calculus to Querying Inconsistent Databases.

[BibT_eX]

[DOI]

Michael Kifer

Proceedings of the Computational Logic, 2000

1999

Consistent Query Answers in Inconsistent Databases.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 31, 1999

Specifying Active Rules for Database Maintenance.

[BibT_eX]

[DOI]

Javier Pinto

Proceedings of the Transactions and Database Dynamics, 1999

Specification and Implementation of Temporal Databases in a Bitemporal Event Calculus.

[BibT_eX]

[DOI]

Carlos A. Mareco

Proceedings of the Advances in Conceptual Modeling: ER '99 Workshops on Evolution and Change in Data Management, 1999

1998

SCDBR: An Automated Reasoner for Specifications of Database Updates.

[BibT_eX]

[DOI]

Cristian Ferretti

J. Intell. Inf. Syst., 1998

Specifying Active Databases in the Situation Calculus.

[BibT_eX]

[DOI]

Javier Pinto

Ricardo Valdivia

Proceedings of 18th International Conference of the Chilean Computer Science Society (SCCC '98), 1998

Query Evaluation in Almost Consistent Databases using Residues.

[BibT_eX]

[DOI]

Proceedings of 18th International Conference of the Chilean Computer Science Society (SCCC '98), 1998

Hypothetical Temporal Queries in Databases.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Knowledge Represenation Meets Databases (KRDB '98): Innovative Application Programming and Query Interfaces, 1998

The Dynamics of Database Views.

[BibT_eX]

[DOI]