Alexandra Meliou

According to our database, Alexandra Meliou authored at least 72 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization.

Anh L. Mai, Pengyu Wang, Azza Abouzied, Matteo Brucato, Peter J. Haas, Alexandra Meliou

Proc. VLDB Endow., January, 2024

2023

Peer-Reviewing Processes and Incentives: Data Management Community Survey Results.

Alexandra Meliou, Sourav S. Bhowmick, Karl Aberer, Divy Agrawal, Angela Bonifati, Vanessa Braganholo, Floris Geerts, Wolfgang Lehner, Divesh Srivastava

SIGMOD Rec., December, 2023

PACMMOD Volume 1 Issue 4: Editorial.

Divyakant Agrawal, Alexandra Meliou, S. Sudarshan

Proc. ACM Manag. Data, December, 2023

PACMMOD Volume 1, Issue 3: Editorial.

Divyakant Agrawal, Alexandra Meliou, S. Sudarshan

Proc. ACM Manag. Data, September, 2023

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.

Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang

SIGMOD Rec., June, 2023

Non-Invasive Fairness in Learning through the Lens of Data Drift.

Ke Yang, Alexandra Meliou

CoRR, 2023

2022

Diversity and Inclusion Activities in Database Conferences: A 2021 Report.

Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang

SIGMOD Rec., 2022

In-Database Decision Support: Opportunities and Challenges.

Azza Abouzied, Peter J. Haas, Alexandra Meliou

IEEE Data Eng. Bull., 2022

Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification.

Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou, Babak Salimi

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

DataPrism: Exposing Disconnect between Data and Systems.

Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Improved Approximation and Scalability for Fair Max-Min Diversification.

Raghavendra Addanki, Andrew McGregor, Alexandra Meliou, Zafeiria Moumoulidou

Proceedings of the 25th International Conference on Database Theory, 2022

2021

Trends in Explanations: Understanding and Debugging Data-driven Systems.

Boris Glavic, Alexandra Meliou, Sudeepa Roy

Found. Trends Databases, 2021

DataExposer: Exposing Disconnect between Data and Systems.

Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava

CoRR, 2021

Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification.

Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou

CoRR, 2021

Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems.

Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning.

Anna Fariha, Ashish Tiwari, Alexandra Meliou, Arjun Radhakrishna, Sumit Gulwani

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Diverse Data Selection under Fairness Constraints.

Zafeiria Moumoulidou, Andrew McGregor, Alexandra Meliou

Proceedings of the 24th International Conference on Database Theory, 2021

2020

SuDocu: Summarizing Documents by Example.

Anna Fariha, Matteo Brucato, Peter J. Haas, Alexandra Meliou

Proc. VLDB Endow., 2020

sPaQLTooLs: A Stochastic Package Query Interface for Scalable Constrained Optimization.

Matteo Brucato, Miro Mannino, Azza Abouzied, Peter J. Haas, Alexandra Meliou

Proc. VLDB Endow., 2020

Example-Driven User Intent Discovery: Empowering Users to Cross the SQL Barrier Through Query by Example.

Anna Fariha, Lucy Cousins, Narges Mahyar, Alexandra Meliou

CoRR, 2020

Data Invariants: On Trust in Data-Driven Systems.

Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou

CoRR, 2020

Causality-Guided Adaptive Interventional Debugging.

Anna Fariha, Suman Nath, Alexandra Meliou

Proceedings of the 2020 International Conference on Management of Data, 2020

Stochastic Package Queries in Probabilistic Databases.

Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou

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.

Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou

Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2020

Causal testing: understanding defects' root causes.

Brittany Johnson, Yuriy Brun, Alexandra Meliou

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019

Explain3D: Explaining Disagreements in Disjoint Datasets.

Xiaolan Wang, Alexandra Meliou

Proc. VLDB Endow., 2019

Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity.

Anna Fariha, Alexandra Meliou

Proc. VLDB Endow., 2019

Scalable computation of high-order optimization queries.

Matteo Brucato, Azza Abouzied, Alexandra Meliou

Commun. ACM, 2019

MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps.

Xiaolan Wang, Xin Luna Dong, Yang Li, Alexandra Meliou

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Package queries: efficient and scalable computation of high-order constraints.

Matteo Brucato, Azza Abouzied, Alexandra Meliou

VLDB J., 2018

RC-Index: Diversifying Answers to Range Queries.

Yue Wang, Alexandra Meliou, Gerome Miklau

Proc. VLDB Endow., 2018

Explaining Data Integration.

Xiaolan Wang, Laura M. Haas, Alexandra Meliou

IEEE Data Eng. Bull., 2018

Letter from the Special Issue Editor.

Alexandra Meliou

IEEE Data Eng. Bull., 2018

Causal Testing: Finding Defects' Root Causes.

Brittany Johnson, Yuriy Brun, Alexandra Meliou

CoRR, 2018

Software fairness.

Yuriy Brun, Alexandra Meliou

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.

Rico Angell, Brittany Johnson, Yuriy Brun, Alexandra Meliou

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.

Anna Fariha, Sheikh Muhammad Sarwar, Alexandra Meliou

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

A Scalable Execution Engine for Package Queries.

Matteo Brucato, Azza Abouzied, Alexandra Meliou

SIGMOD Rec., 2017

Fairness testing: testing software for discrimination.

Sainyam Galhotra, Yuriy Brun, Alexandra Meliou

Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

QFix: Diagnosing Errors through Query Histories.

Xiaolan Wang, Alexandra Meliou, Eugene Wu

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

EXstream: Explaining Anomalies in Event Stream Monitoring.

Haopeng Zhang, Yanlei Diao, Alexandra Meliou

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.

Yue Wang, Alexandra Meliou, Gerome Miklau

Proc. VLDB Endow., 2016

Scalable Package Queries in Relational Database Systems.

Matteo Brucato, Juan Felipe Beltran, Azza Abouzied, Alexandra Meliou

Proc. VLDB Endow., 2016

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

Yue Wang, Alexandra Meliou, Gerome Miklau

CoRR, 2016

QFix: Demonstrating Error Diagnosis in Query Histories.

Xiaolan Wang, Alexandra Meliou, Eugene Wu

Proceedings of the 2016 International Conference on Management of Data, 2016

2015

Error Diagnosis and Data Profiling with Data X-Ray.

Xiaolan Wang, Mary Feng, Yue Wang, Xin Luna Dong, Alexandra Meliou

Proc. VLDB Endow., 2015

The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries.

Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou

Proc. VLDB Endow., 2015

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

Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou

CoRR, 2015

Data X-Ray: A Diagnostic Tool for Data Errors.

Xiaolan Wang, Xin Luna Dong, Alexandra Meliou

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Preventing data errors with continuous testing.

Kivanç Muslu, Yuriy Brun, Alexandra Meliou

Proceedings of the 2015 International Symposium on Software Testing and Analysis, 2015

2014

Causality and Explanations in Databases.

Alexandra Meliou, Sudeepa Roy, Dan Suciu

Proc. VLDB Endow., 2014

PackageBuilder: From Tuples to Packages.

Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou

Proc. VLDB Endow., 2014

Improving package recommendations through query relaxation.

Matteo Brucato, Azza Abouzied, Alexandra Meliou

Proceedings of the First International Workshop on Bringing the Value of "Big Data" to Users, 2014

Fusing data with correlations.

Ravali Pochampally, Anish Das Sarma, Xin Luna Dong, Alexandra Meliou, Divesh Srivastava

Proceedings of the International Conference on Management of Data, 2014

PackageBuilder: querying for packages of tuples.

Kevin Fernandes, Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou

Proceedings of the International Conference on Management of Data, 2014

2013

Data debugging with continuous testing.

Kivanç Muslu, Yuriy Brun, Alexandra Meliou

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.

Alexandra Meliou, Yisong Song, Dan Suciu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Tiresias: the database oracle for how-to queries.

Alexandra Meliou, Dan Suciu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011

Reverse Data Management.

Alexandra Meliou, Wolfgang Gatterbauer, Dan Suciu

Proc. VLDB Endow., 2011

Bringing Provenance to Its Full Potential Using Causal Reasoning.

Alexandra Meliou, Wolfgang Gatterbauer, Dan Suciu

Proceedings of the 3rd Workshop on the Theory and Practice of Provenance, 2011

Default-all is dangerous!

Wolfgang Gatterbauer, Alexandra Meliou, Dan Suciu

Proceedings of the 3rd Workshop on the Theory and Practice of Provenance, 2011

Tracing data errors with view-conditioned causality.

Alexandra Meliou, Wolfgang Gatterbauer, Suman Nath, Dan Suciu

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.

Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu

Proc. VLDB Endow., 2010

Causality in Databases.

Alexandra Meliou, Wolfgang Gatterbauer, Joseph Y. Halpern, Christoph Koch, Katherine F. Moore, Dan Suciu

IEEE Data Eng. Bull., 2010

Lifted Inference Seen from the Other Side : The Tractable Features.

Abhay Kumar Jha, Vibhav Gogate, Alexandra Meliou, Dan Suciu

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.

Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu

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.

Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein

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

2009

Querying Uncertain Data in Resource Constrained Settings.

Alexandra Meliou

PhD thesis, 2009

Approximating sensor network queries using in-network summaries.

Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein

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.

Theodore Dalamagas, Alexandra Meliou, Timos K. Sellis

Inf. Sci., 2008

2007

Nonmyopic Informative Path Planning in Spatio-Temporal Models.

Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Data gathering tours in sensor networks.

Alexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006