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ORCIDAlexandra Meliou
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- affiliation: University of Massachusetts, Amherst, MA, USA
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2020 – today
- 2024
[j32]Divy Agrawal
, Alexandra Meliou, S. Sudarshan:
PACMMOD Volume 2 Issue 1: Editorial. Proc. ACM Manag. Data 2(1): 1:1-1:2 (2024)- [j31]Divyakant Agrawal, Alexandra Meliou, S. Sudarshan:
PACMMOD Volume 2 Issue 3: Editorial. Proc. ACM Manag. Data 2(3): 114 (2024) - [j30]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): 1146-1158 (2024) - [j29]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): 63-67 (2024) - [c36]Ke Yang, Alexandra Meliou:
Non-Invasive Fairness in Learning Through the Lens of Data Drift. ICDE 2024: 2164-2178 - [e5]Pablo Barceló, Nayat Sánchez-Pi, Alexandra Meliou, S. Sudarshan:
Companion of the 2024 International Conference on Management of Data, SIGMOD/PODS 2024, Santiago AA, Chile, June 9-15, 2024. ACM 2024 [contents] - [i27]Shiyi He, Alexandra Meliou, Anna Fariha:
ChARLES: Change-Aware Recovery of Latent Evolution Semantics in Relational Data. CoRR abs/2409.18386 (2024) - 2023
- [j28]Divyakant Agrawal, Alexandra Meliou, S. Sudarshan:
PACMMOD Volume 1, Issue 3: Editorial. Proc. ACM Manag. Data 1(3): 203:1-203:2 (2023) - [j27]Divyakant Agrawal, Alexandra Meliou, S. Sudarshan:
PACMMOD Volume 1 Issue 4: Editorial. Proc. ACM Manag. Data 1(4): 222:1-222:2 (2023) - [j26]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): 38-42 (2023) - [j25]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): 41-46 (2023) - [i26]Ke Yang, Alexandra Meliou:
Non-Invasive Fairness in Learning through the Lens of Data Drift. CoRR abs/2303.17566 (2023) - [i25]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 abs/2307.02860 (2023) - 2022
- [j24]Azza Abouzied, Peter J. Haas, Alexandra Meliou:
In-Database Decision Support: Opportunities and Challenges. IEEE Data Eng. Bull. 45(3): 102-115 (2022) - [j23]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): 69-73 (2022) - [c35]Raghavendra Addanki, Andrew McGregor, Alexandra Meliou, Zafeiria Moumoulidou:
Improved Approximation and Scalability for Fair Max-Min Diversification. ICDT 2022: 7:1-7:21 - [c34]Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava:
DataPrism: Exposing Disconnect between Data and Systems. SIGMOD Conference 2022: 217-231 - [c33]Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou, Babak Salimi:
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. SIGMOD Conference 2022: 232-246 - [i24]Raghavendra Addanki, Andrew McGregor, Alexandra Meliou, Zafeiria Moumoulidou:
Improved Approximation and Scalability for Fair Max-Min Diversification. CoRR abs/2201.06678 (2022) - 2021
- [j22]Boris Glavic, Alexandra Meliou, Sudeepa Roy:
Trends in Explanations: Understanding and Debugging Data-driven Systems. Found. Trends Databases 11(3): 226-318 (2021) - [c32]Zafeiria Moumoulidou, Andrew McGregor, Alexandra Meliou:
Diverse Data Selection under Fairness Constraints. ICDT 2021: 13:1-13:25 - [c31]Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou:
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems. SIGMOD Conference 2021: 499-512 - [c30]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: 2706-2710 - [i23]Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou:
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. CoRR abs/2101.07361 (2021) - [i22]Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou:
Stochastic Package Queries in Probabilistic Databases. CoRR abs/2103.06784 (2021) - [i21]Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava:
DataExposer: Exposing Disconnect between Data and Systems. CoRR abs/2105.06058 (2021) - 2020
- [j21]Anna Fariha, Matteo Brucato, Peter J. Haas, Alexandra Meliou:
SuDocu: Summarizing Documents by Example. Proc. VLDB Endow. 13(12): 2861-2864 (2020) - [j20]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): 2881-2884 (2020) - [c29]Brittany Johnson, Yuriy Brun, Alexandra Meliou:
Causal testing: understanding defects' root causes. ICSE 2020: 87-99 - [c28]Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou:
New Results for the Complexity of Resilience for Binary Conjunctive Queries with Self-Joins. PODS 2020: 271-284 - [c27]Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou:
Stochastic Package Queries in Probabilistic Databases. SIGMOD Conference 2020: 269-283 - [c26]Anna Fariha, Suman Nath, Alexandra Meliou:
Causality-Guided Adaptive Interventional Debugging. SIGMOD Conference 2020: 431-446 - [i20]Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou:
Data Invariants: On Trust in Data-Driven Systems. CoRR abs/2003.01289 (2020) - [i19]Anna Fariha, Suman Nath, Alexandra Meliou:
Causality-Guided Adaptive Interventional Debugging. CoRR abs/2003.09539 (2020) - [i18]Zafeiria Moumoulidou, Andrew McGregor, Alexandra Meliou:
Diverse Data Selection under Fairness Constraints. CoRR abs/2010.09141 (2020) - [i17]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 abs/2012.14800 (2020)
2010 – 2019
- 2019
- [j19]Matteo Brucato, Azza Abouzied, Alexandra Meliou:
Scalable computation of high-order optimization queries. Commun. ACM 62(2): 108-116 (2019) - [j18]Alexandra Meliou:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 42(3): 2 (2019) - [j17]Xiaolan Wang, Alexandra Meliou:
Explain3D: Explaining Disagreements in Disjoint Datasets. Proc. VLDB Endow. 12(7): 779-792 (2019) - [j16]Anna Fariha, Alexandra Meliou:
Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity. Proc. VLDB Endow. 12(11): 1262-1275 (2019) - [c25]Xiaolan Wang, Xin Luna Dong, Yang Li, Alexandra Meliou:
MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps. ICDE 2019: 578-589 - [i16]Xiaolan Wang, Alexandra Meliou:
Explain3D: Explaining Disagreements in Disjoint Datasets. CoRR abs/1903.09246 (2019) - [i15]Anna Fariha, Alexandra Meliou:
Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity. CoRR abs/1906.10322 (2019) - [i14]Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou:
New Results for the Complexity of Resilience for Binary Conjunctive Queries with Self-Joins. CoRR abs/1907.01129 (2019) - 2018
- [j15]Xiaolan Wang, Laura M. Haas, Alexandra Meliou:
Explaining Data Integration. IEEE Data Eng. Bull. 41(2): 47-58 (2018) - [j14]Alexandra Meliou:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 41(3): 2 (2018) - [j13]Yue Wang, Alexandra Meliou, Gerome Miklau:
RC-Index: Diversifying Answers to Range Queries. Proc. VLDB Endow. 11(7): 773-786 (2018) - [j12]Matteo Brucato, Azza Abouzied, Alexandra Meliou:
Package queries: efficient and scalable computation of high-order constraints. VLDB J. 27(5): 693-718 (2018) - [c24]Anna Fariha, Sheikh Muhammad Sarwar, Alexandra Meliou:
SQuID: Semantic Similarity-Aware Query Intent Discovery. SIGMOD Conference 2018: 1745-1748 - [c23]Yuriy Brun, Alexandra Meliou:
Software fairness. ESEC/SIGSOFT FSE 2018: 754-759 - [c22]Rico Angell, Brittany Johnson, Yuriy Brun, Alexandra Meliou:
Themis: automatically testing software for discrimination. ESEC/SIGSOFT FSE 2018: 871-875 - [e4]Yuriy Brun, Brittany Johnson, Alexandra Meliou:
Proceedings of the International Workshop on Software Fairness, FairWare@ICSE 2018, Gothenburg, Sweden, May 29, 2018. ACM 2018, ISBN 978-1-4503-5746-3 [contents] - [i13]Brittany Johnson, Yuriy Brun, Alexandra Meliou:
Causal Testing: Finding Defects' Root Causes. CoRR abs/1809.06991 (2018) - 2017
- [j11]Matteo Brucato, Azza Abouzied, Alexandra Meliou:
A Scalable Execution Engine for Package Queries. SIGMOD Rec. 46(1): 24-31 (2017) - [c21]Haopeng Zhang, Yanlei Diao, Alexandra Meliou:
EXstream: Explaining Anomalies in Event Stream Monitoring. EDBT 2017: 156-167 - [c20]Xiaolan Wang, Alexandra Meliou, Eugene Wu:
QFix: Diagnosing Errors through Query Histories. SIGMOD Conference 2017: 1369-1384 - [c19]Sainyam Galhotra, Yuriy Brun, Alexandra Meliou:
Fairness testing: testing software for discrimination. ESEC/SIGSOFT FSE 2017: 498-510 - [e3]Alexandra Meliou, Pierre Senellart:
Proceedings of the 20th International Workshop on the Web and Databases, WebDB 2017, Chicago, IL, USA, May 14-19, 2017. ACM 2017, ISBN 978-1-4503-4983-3 [contents] - [i12]Sainyam Galhotra, Yuriy Brun, Alexandra Meliou:
Fairness Testing: Testing Software for Discrimination. CoRR abs/1709.03221 (2017) - 2016
- [j10]Matteo Brucato, Juan Felipe Beltran, Azza Abouzied, Alexandra Meliou:
Scalable Package Queries in Relational Database Systems. Proc. VLDB Endow. 9(7): 576-587 (2016) - [j9]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): 373-384 (2016) - [c18]Xiaolan Wang, Alexandra Meliou, Eugene Wu:
QFix: Demonstrating Error Diagnosis in Query Histories. SIGMOD Conference 2016: 2177-2180 - [i11]Xiaolan Wang, Alexandra Meliou, Eugene Wu:
QFix: Diagnosing errors through query histories. CoRR abs/1601.07539 (2016) - [i10]Yue Wang, Alexandra Meliou, Gerome Miklau:
A Consumer-Centric Market for Database Computation in the Cloud. CoRR abs/1609.02104 (2016) - 2015
- [j8]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): 1984-1987 (2015) - [j7]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): 180-191 (2015) - [c17]Kivanç Muslu, Yuriy Brun, Alexandra Meliou:
Preventing data errors with continuous testing. ISSTA 2015: 373-384 - [c16]Xiaolan Wang, Xin Luna Dong, Alexandra Meliou:
Data X-Ray: A Diagnostic Tool for Data Errors. SIGMOD Conference 2015: 1231-1245 - [i9]Ravali Pochampally, Anish Das Sarma, Xin Luna Dong, Alexandra Meliou, Divesh Srivastava:
Fusing Data with Correlations. CoRR abs/1503.00306 (2015) - [i8]Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou:
A Characterization of the Complexity of Resilience and Responsibility for Self-join-free Conjunctive Queries. CoRR abs/1507.00674 (2015) - [i7]Matteo Brucato, Azza Abouzied, Alexandra Meliou:
Improving package recommendations through query relaxation. CoRR abs/1507.00819 (2015) - [i6]Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou:
PackageBuilder: From Tuples to Packages. CoRR abs/1507.00942 (2015) - [i5]Matteo Brucato, Juan Felipe Beltran, Azza Abouzied, Alexandra Meliou:
Scalable Package Queries in Relational Database Systems. CoRR abs/1512.03564 (2015) - 2014
- [j6]Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou:
PackageBuilder: From Tuples to Packages. Proc. VLDB Endow. 7(13): 1593-1596 (2014) - [j5]Alexandra Meliou, Sudeepa Roy, Dan Suciu:
Causality and Explanations in Databases. Proc. VLDB Endow. 7(13): 1715-1716 (2014) - [c15]Ravali Pochampally, Anish Das Sarma, Xin Luna Dong, Alexandra Meliou, Divesh Srivastava:
Fusing data with correlations. SIGMOD Conference 2014: 433-444 - [c14]Kevin Fernandes, Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou:
PackageBuilder: querying for packages of tuples. SIGMOD Conference 2014: 1613-1614 - [c13]Matteo Brucato, Azza Abouzied, Alexandra Meliou:
Improving package recommendations through query relaxation. Data4U@VLDB 2014: 13 - 2013
- [c12]Kivanç Muslu, Yuriy Brun, Alexandra Meliou:
Data debugging with continuous testing. ESEC/SIGSOFT FSE 2013: 631-634 - [e2]Alex Szalay, Tamas Budavari, Magdalena Balazinska, Alexandra Meliou, Ahmet Sacan:
Conference on Scientific and Statistical Database Management, SSDBM '13, Baltimore, MD, USA, July 29 - 31, 2013. ACM 2013, ISBN 978-1-4503-1921-8 [contents] - [e1]Alexandra Meliou, Val Tannen:
5th Workshop on the Theory and Practice of Provenance, TaPP'13, Lombard, IL, USA, April 2-3, 2013. USENIX Association 2013 [contents] - 2012
- [c11]Alexandra Meliou, Dan Suciu:
Tiresias: the database oracle for how-to queries. SIGMOD Conference 2012: 337-348 - [c10]Alexandra Meliou, Yisong Song, Dan Suciu:
Tiresias: a demonstration of how-to queries. SIGMOD Conference 2012: 709-712 - 2011
- [j4]Alexandra Meliou, Wolfgang Gatterbauer, Dan Suciu:
Reverse Data Management. Proc. VLDB Endow. 4(12): 1490-1493 (2011) - [c9]Alexandra Meliou, Wolfgang Gatterbauer, Suman Nath, Dan Suciu:
Tracing data errors with view-conditioned causality. SIGMOD Conference 2011: 505-516 - [c8]Wolfgang Gatterbauer, Alexandra Meliou, Dan Suciu:
Default-all is dangerous! TaPP 2011 - [c7]Alexandra Meliou, Wolfgang Gatterbauer, Dan Suciu:
Bringing Provenance to Its Full Potential Using Causal Reasoning. TaPP 2011 - [i4]Wolfgang Gatterbauer, Alexandra Meliou, Dan Suciu:
Default-all is dangerous! CoRR abs/1105.4395 (2011) - 2010
- [j3]Alexandra Meliou, Wolfgang Gatterbauer, Joseph Y. Halpern, Christoph Koch, Katherine F. Moore, Dan Suciu:
Causality in Databases. IEEE Data Eng. Bull. 33(3): 59-67 (2010) - [j2]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): 34-45 (2010) - [c6]Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein:
Multiresolution Cube Estimators for Sensor Network Aggregate Queries. AMW 2010 - [c5]Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu:
WHY SO? or WHY NO? Functional Causality for Explaining Query Answers. MUD 2010: 3-17 - [c4]Abhay Kumar Jha, Vibhav Gogate, Alexandra Meliou, Dan Suciu:
Lifted Inference Seen from the Other Side : The Tractable Features. NIPS 2010: 973-981 - [i3]Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein:
Multiresolution Cube Estimators for Sensor Network Aggregate Queries. CoRR abs/1007.3781 (2010) - [i2]Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu:
The Complexity of Causality and Responsibility for Query Answers and non-Answers. CoRR abs/1009.2021 (2010)
2000 – 2009
- 2009
- [b1]Alexandra Meliou:
Querying Uncertain Data in Resource Constrained Settings. University of California, Berkeley, USA, 2009 - [c3]Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein:
Approximating sensor network queries using in-network summaries. IPSN 2009: 229-240 - [i1]Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu:
Why so? or Why no? Functional Causality for Explaining Query Answers. CoRR abs/0912.5340 (2009) - 2008
- [j1]Theodore Dalamagas, Alexandra Meliou, Timos K. Sellis:
Modeling and manipulating the structure of hierarchical schemas for the web. Inf. Sci. 178(4): 985-1010 (2008) - 2007
- [c2]Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein:
Nonmyopic Informative Path Planning in Spatio-Temporal Models. AAAI 2007: 602-607 - 2006
- [c1]Alexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong:
Data gathering tours in sensor networks. IPSN 2006: 43-50
Coauthor Index
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