Alexandra Meliou

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 60

Top Venues

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Jinli Cao, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Stratos Idreos, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Fatma Özcan, Liat Peterfreund, Soror Sahri, Sana Sellami, Roee Shraga, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Genoveva Vargas-Solar, Meihui Zhang, Wenjie Zhang
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report. SIGMOD Rec. 53 (2) (2024)
Divy Agrawal, Alexandra Meliou, S. Sudarshan
PACMMOD Volume 2 Issue 1: Editorial. Proc. ACM Manag. Data 2 (1) (2024)
Anh L. Mai, Pengyu Wang, Azza Abouzied, Matteo Brucato, Peter J. Haas, Alexandra Meliou
Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization. Proc. VLDB Endow. 17 (5) (2024)
Ke Yang, Alexandra Meliou
Non-Invasive Fairness in Learning Through the Lens of Data Drift. ICDE (2024)
Divyakant Agrawal, Alexandra Meliou, S. Sudarshan
PACMMOD Volume 2 Issue 3: Editorial. Proc. ACM Manag. Data 2 (3) (2024)
Divyakant Agrawal, Alexandra Meliou, S. Sudarshan
PACMMOD Volume 1 Issue 4: Editorial. Proc. ACM Manag. Data 1 (4) (2023)
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
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. SIGMOD Rec. 52 (2) (2023)
Anh L. Mai, Pengyu Wang, Azza Abouzied, Matteo Brucato, Peter J. Haas, Alexandra Meliou
Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization. CoRR (2023)
Divyakant Agrawal, Alexandra Meliou, S. Sudarshan
PACMMOD Volume 1, Issue 3: Editorial. Proc. ACM Manag. Data 1 (3) (2023)
Alexandra Meliou, Sourav S. Bhowmick, Karl Aberer, Divy Agrawal, Angela Bonifati, Vanessa Braganholo, Floris Geerts, Wolfgang Lehner, Divesh Srivastava
Peer-Reviewing Processes and Incentives: Data Management Community Survey Results. SIGMOD Rec. 52 (4) (2023)
Ke Yang, Alexandra Meliou
Non-Invasive Fairness in Learning through the Lens of Data Drift. CoRR (2023)
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
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51 (2) (2022)
Raghavendra Addanki, Andrew McGregor, Alexandra Meliou, Zafeiria Moumoulidou
Improved Approximation and Scalability for Fair Max-Min Diversification. CoRR (2022)
Azza Abouzied, Peter J. Haas, Alexandra Meliou
In-Database Decision Support: Opportunities and Challenges. IEEE Data Eng. Bull. 45 (3) (2022)
Raghavendra Addanki, Andrew McGregor, Alexandra Meliou, Zafeiria Moumoulidou
Improved Approximation and Scalability for Fair Max-Min Diversification. ICDT (2022)
Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
DataPrism: Exposing Disconnect between Data and Systems. SIGMOD Conference (2022)
Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou, Babak Salimi
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. SIGMOD Conference (2022)
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems. SIGMOD Conference (2021)
Anna Fariha, Ashish Tiwari, Alexandra Meliou, Arjun Radhakrishna, Sumit Gulwani
CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning. SIGMOD Conference (2021)
Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. CoRR (2021)
Zafeiria Moumoulidou, Andrew McGregor, Alexandra Meliou
Diverse Data Selection under Fairness Constraints. ICDT (2021)
Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
DataExposer: Exposing Disconnect between Data and Systems. CoRR (2021)
Boris Glavic, Alexandra Meliou, Sudeepa Roy
Trends in Explanations: Understanding and Debugging Data-driven Systems. Found. Trends Databases 11 (3) (2021)
Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou
Stochastic Package Queries in Probabilistic Databases. CoRR (2021)
Anna Fariha, Suman Nath, Alexandra Meliou
Causality-Guided Adaptive Interventional Debugging. SIGMOD Conference (2020)
Zafeiria Moumoulidou, Andrew McGregor, Alexandra Meliou
Diverse Data Selection under Fairness Constraints. CoRR (2020)
Anna Fariha, Matteo Brucato, Peter J. Haas, Alexandra Meliou
SuDocu: Summarizing Documents by Example. Proc. VLDB Endow. 13 (12) (2020)
Matteo Brucato, Miro Mannino, Azza Abouzied, Peter J. Haas, Alexandra Meliou
sPaQLTooLs: A Stochastic Package Query Interface for Scalable Constrained Optimization. Proc. VLDB Endow. 13 (12) (2020)
Anna Fariha, Lucy Cousins, Narges Mahyar, Alexandra Meliou
Example-Driven User Intent Discovery: Empowering Users to Cross the SQL Barrier Through Query by Example. CoRR (2020)
Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou
New Results for the Complexity of Resilience for Binary Conjunctive Queries with Self-Joins. PODS (2020)
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou
Data Invariants: On Trust in Data-Driven Systems. CoRR (2020)
Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou
Stochastic Package Queries in Probabilistic Databases. SIGMOD Conference (2020)
Brittany Johnson, Yuriy Brun, Alexandra Meliou
Causal testing: understanding defects' root causes. ICSE (2020)
Anna Fariha, Suman Nath, Alexandra Meliou
Causality-Guided Adaptive Interventional Debugging. CoRR (2020)
Xiaolan Wang, Alexandra Meliou
Explain3D: Explaining Disagreements in Disjoint Datasets. CoRR (2019)
Anna Fariha, Alexandra Meliou
Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity. CoRR (2019)
Xiaolan Wang, Xin Luna Dong, Yang Li, Alexandra Meliou
MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps. ICDE (2019)
Matteo Brucato, Azza Abouzied, Alexandra Meliou
Scalable computation of high-order optimization queries. Commun. ACM 62 (2) (2019)
Xiaolan Wang, Alexandra Meliou
Explain3D: Explaining Disagreements in Disjoint Datasets. Proc. VLDB Endow. 12 (7) (2019)
Alexandra Meliou
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 42 (3) (2019)
Anna Fariha, Alexandra Meliou
Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity. Proc. VLDB Endow. 12 (11) (2019)
Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou
New Results for the Complexity of Resilience for Binary Conjunctive Queries with Self-Joins. CoRR (2019)
Anna Fariha, Sheikh Muhammad Sarwar, Alexandra Meliou
SQuID: Semantic Similarity-Aware Query Intent Discovery. SIGMOD Conference (2018)
Matteo Brucato, Azza Abouzied, Alexandra Meliou
Package queries: efficient and scalable computation of high-order constraints. VLDB J. 27 (5) (2018)
Yuriy Brun, Alexandra Meliou
Software fairness. ESEC/SIGSOFT FSE (2018)
Yue Wang, Alexandra Meliou, Gerome Miklau
RC-Index: Diversifying Answers to Range Queries. Proc. VLDB Endow. 11 (7) (2018)
Rico Angell, Brittany Johnson, Yuriy Brun, Alexandra Meliou
Themis: automatically testing software for discrimination. ESEC/SIGSOFT FSE (2018)
Brittany Johnson, Yuriy Brun, Alexandra Meliou
Causal Testing: Finding Defects' Root Causes. CoRR (2018)
Xiaolan Wang, Laura M. Haas, Alexandra Meliou
Explaining Data Integration. IEEE Data Eng. Bull. 41 (2) (2018)
Alexandra Meliou
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 41 (3) (2018)
Haopeng Zhang, Yanlei Diao, Alexandra Meliou
EXstream: Explaining Anomalies in Event Stream Monitoring. EDBT (2017)
Sainyam Galhotra, Yuriy Brun, Alexandra Meliou
Fairness Testing: Testing Software for Discrimination. CoRR (2017)
Xiaolan Wang, Alexandra Meliou, Eugene Wu
QFix: Diagnosing Errors through Query Histories. SIGMOD Conference (2017)
Sainyam Galhotra, Yuriy Brun, Alexandra Meliou
Fairness testing: testing software for discrimination. ESEC/SIGSOFT FSE (2017)
Matteo Brucato, Azza Abouzied, Alexandra Meliou
A Scalable Execution Engine for Package Queries. SIGMOD Rec. 46 (1) (2017)
Yue Wang, Alexandra Meliou, Gerome Miklau
A Consumer-Centric Market for Database Computation in the Cloud. CoRR (2016)
Xiaolan Wang, Alexandra Meliou, Eugene Wu
QFix: Diagnosing errors through query histories. CoRR (2016)
Yue Wang, Alexandra Meliou, Gerome Miklau
Lifting the Haze off the Cloud: A Consumer-Centric Market for Database Computation in the Cloud. Proc. VLDB Endow. 10 (4) (2016)
Xiaolan Wang, Alexandra Meliou, Eugene Wu
QFix: Demonstrating Error Diagnosis in Query Histories. SIGMOD Conference (2016)
Matteo Brucato, Juan Felipe Beltran, Azza Abouzied, Alexandra Meliou
Scalable Package Queries in Relational Database Systems. Proc. VLDB Endow. 9 (7) (2016)
Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou
PackageBuilder: From Tuples to Packages. CoRR (2015)
Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou
The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries. Proc. VLDB Endow. 9 (3) (2015)
Ravali Pochampally, Anish Das Sarma, Xin Luna Dong, Alexandra Meliou, Divesh Srivastava
Fusing Data with Correlations. CoRR (2015)
Xiaolan Wang, Xin Luna Dong, Alexandra Meliou
Data X-Ray: A Diagnostic Tool for Data Errors. SIGMOD Conference (2015)
Kivanç Muslu, Yuriy Brun, Alexandra Meliou
Preventing data errors with continuous testing. ISSTA (2015)
Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou
A Characterization of the Complexity of Resilience and Responsibility for Self-join-free Conjunctive Queries. CoRR (2015)
Xiaolan Wang, Mary Feng, Yue Wang, Xin Luna Dong, Alexandra Meliou
Error Diagnosis and Data Profiling with Data X-Ray. Proc. VLDB Endow. 8 (12) (2015)
Matteo Brucato, Juan Felipe Beltran, Azza Abouzied, Alexandra Meliou
Scalable Package Queries in Relational Database Systems. CoRR (2015)
Matteo Brucato, Azza Abouzied, Alexandra Meliou
Improving package recommendations through query relaxation. CoRR (2015)
Alexandra Meliou, Sudeepa Roy, Dan Suciu
Causality and Explanations in Databases. Proc. VLDB Endow. 7 (13) (2014)
Ravali Pochampally, Anish Das Sarma, Xin Luna Dong, Alexandra Meliou, Divesh Srivastava
Fusing data with correlations. SIGMOD Conference (2014)
Kevin Fernandes, Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou
PackageBuilder: querying for packages of tuples. SIGMOD Conference (2014)
Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou
PackageBuilder: From Tuples to Packages. Proc. VLDB Endow. 7 (13) (2014)
Matteo Brucato, Azza Abouzied, Alexandra Meliou
Improving package recommendations through query relaxation. Data4U@VLDB (2014)
Kivanç Muslu, Yuriy Brun, Alexandra Meliou
Data debugging with continuous testing. ESEC/SIGSOFT FSE (2013)
Alexandra Meliou, Dan Suciu
Tiresias: the database oracle for how-to queries. SIGMOD Conference (2012)
Alexandra Meliou, Yisong Song, Dan Suciu
Tiresias: a demonstration of how-to queries. SIGMOD Conference (2012)
Wolfgang Gatterbauer, Alexandra Meliou, Dan Suciu
Default-all is dangerous! CoRR (2011)
Wolfgang Gatterbauer, Alexandra Meliou, Dan Suciu
Default-all is dangerous! TaPP (2011)
Alexandra Meliou, Wolfgang Gatterbauer, Dan Suciu
Bringing Provenance to Its Full Potential Using Causal Reasoning. TaPP (2011)
Alexandra Meliou, Wolfgang Gatterbauer, Suman Nath, Dan Suciu
Tracing data errors with view-conditioned causality. SIGMOD Conference (2011)
Alexandra Meliou, Wolfgang Gatterbauer, Dan Suciu
Reverse Data Management. Proc. VLDB Endow. 4 (12) (2011)
Alexandra Meliou, Wolfgang Gatterbauer, Joseph Y. Halpern, Christoph Koch, Katherine F. Moore, Dan Suciu
Causality in Databases. IEEE Data Eng. Bull. 33 (3) (2010)
Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu
The Complexity of Causality and Responsibility for Query Answers and non-Answers CoRR (2010)
Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu
The Complexity of Causality and Responsibility for Query Answers and non-Answers. Proc. VLDB Endow. 4 (1) (2010)
Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu
WHY SO? or WHY NO? Functional Causality for Explaining Query Answers. MUD (2010)
Abhay Kumar Jha, Vibhav Gogate, Alexandra Meliou, Dan Suciu
Lifted Inference Seen from the Other Side : The Tractable Features. NIPS (2010)
Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein
Multiresolution Cube Estimators for Sensor Network Aggregate Queries. AMW (2010)
Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein
Multiresolution Cube Estimators for Sensor Network Aggregate Queries CoRR (2010)
Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein
Approximating sensor network queries using in-network summaries. IPSN (2009)
Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu
Why so? or Why no? Functional Causality for Explaining Query Answers CoRR (2009)
Theodore Dalamagas, Alexandra Meliou, Timos K. Sellis
Modeling and manipulating the structure of hierarchical schemas for the web. Inf. Sci. 178 (4) (2008)
Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein
Nonmyopic Informative Path Planning in Spatio-Temporal Models. AAAI (2007)
Alexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong
Data gathering tours in sensor networks. IPSN (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexandra Meliou