Alexandra Meliou

According to our database1, Alexandra Meliou authored at least 55 papers between 2006 and 2020.

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Bibliography

2020
SuDocu: Summarizing Documents by Example.
Proc. VLDB Endow., 2020

sPaQLTooLs: A Stochastic Package Query Interface for Scalable Constrained Optimization.
Proc. VLDB Endow., 2020

Diverse Data Selection under Fairness Constraints.
CoRR, 2020

Data Invariants: On Trust in Data-Driven Systems.
CoRR, 2020

Causality-Guided Adaptive Interventional Debugging.
Proceedings of the 2020 International Conference on Management of Data, 2020

Stochastic Package Queries in Probabilistic Databases.
Proceedings of the 2020 International Conference on Management of Data, 2020

New Results for the Complexity of Resilience for Binary Conjunctive Queries with Self-Joins.
Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2020

Causal testing: understanding defects' root causes.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019
Explain3D: Explaining Disagreements in Disjoint Datasets.
Proc. VLDB Endow., 2019

Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity.
Proc. VLDB Endow., 2019

Scalable computation of high-order optimization queries.
Commun. ACM, 2019

MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018
Package queries: efficient and scalable computation of high-order constraints.
VLDB J., 2018

RC-Index: Diversifying Answers to Range Queries.
Proc. VLDB Endow., 2018

Explaining Data Integration.
IEEE Data Eng. Bull., 2018

Letter from the Special Issue Editor.
IEEE Data Eng. Bull., 2018

Causal Testing: Finding Defects' Root Causes.
CoRR, 2018

Software fairness.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Themis: automatically testing software for discrimination.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

SQuID: Semantic Similarity-Aware Query Intent Discovery.
Proceedings of the 2018 International Conference on Management of Data, 2018

2017
A Scalable Execution Engine for Package Queries.
SIGMOD Rec., 2017

Fairness testing: testing software for discrimination.
Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

QFix: Diagnosing Errors through Query Histories.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

EXstream: Explaining Anomalies in Event Stream Monitoring.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016
Lifting the Haze off the Cloud: A Consumer-Centric Market for Database Computation in the Cloud.
Proc. VLDB Endow., 2016

Scalable Package Queries in Relational Database Systems.
Proc. VLDB Endow., 2016

A Consumer-Centric Market for Database Computation in the Cloud.
CoRR, 2016

QFix: Demonstrating Error Diagnosis in Query Histories.
Proceedings of the 2016 International Conference on Management of Data, 2016

2015
Error Diagnosis and Data Profiling with Data X-Ray.
Proc. VLDB Endow., 2015

The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries.
Proc. VLDB Endow., 2015

A Characterization of the Complexity of Resilience and Responsibility for Self-join-free Conjunctive Queries.
CoRR, 2015

Data X-Ray: A Diagnostic Tool for Data Errors.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Preventing data errors with continuous testing.
Proceedings of the 2015 International Symposium on Software Testing and Analysis, 2015

2014
Causality and Explanations in Databases.
Proc. VLDB Endow., 2014

PackageBuilder: From Tuples to Packages.
Proc. VLDB Endow., 2014

Improving package recommendations through query relaxation.
Proceedings of the First International Workshop on Bringing the Value of "Big Data" to Users, 2014

Fusing data with correlations.
Proceedings of the International Conference on Management of Data, 2014

PackageBuilder: querying for packages of tuples.
Proceedings of the International Conference on Management of Data, 2014

2013
Data debugging with continuous testing.
Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

2012
Tiresias: a demonstration of how-to queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Tiresias: the database oracle for how-to queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011
Reverse Data Management.
Proc. VLDB Endow., 2011

Bringing Provenance to Its Full Potential Using Causal Reasoning.
Proceedings of the 3rd Workshop on the Theory and Practice of Provenance, 2011

Default-all is dangerous!
Proceedings of the 3rd Workshop on the Theory and Practice of Provenance, 2011

Tracing data errors with view-conditioned causality.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010
The Complexity of Causality and Responsibility for Query Answers and non-Answers.
Proc. VLDB Endow., 2010

Causality in Databases.
IEEE Data Eng. Bull., 2010

Lifted Inference Seen from the Other Side : The Tractable Features.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

WHY SO? or WHY NO? Functional Causality for Explaining Query Answers.
Proceedings of the Fourth International VLDB workshop on Management of Uncertain Data (MUD 2010) in conjunction with VLDB 2010, 2010

Multiresolution Cube Estimators for Sensor Network Aggregate Queries.
Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, 2010

2009
Querying Uncertain Data in Resource Constrained Settings.
PhD thesis, 2009

Approximating sensor network queries using in-network summaries.
Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009

2008
Modeling and manipulating the structure of hierarchical schemas for the web.
Inf. Sci., 2008

2007
Nonmyopic Informative Path Planning in Spatio-Temporal Models.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Data gathering tours in sensor networks.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006


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