• 2082 Citations
  • 23 h-Index
19992019

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2019

ANMAT: Automatic knowledge discovery and error detection through pattern functional dependencies

Qahtan, A., Tang, N., Ouzzani, M., Cao, Y. & Stonebraker, M., 25 Jun 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1977-1980 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient parallel skyline query processing for high-dimensional data

Tang, M., Yu, Y., Aref, W. G., Malluhi, Q. M. & Ouzzani, M., 1 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 2113-2114 2 p. 8731496. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

EXPLAINER: Entity resolution explanations

Ebaid, A., Thirumuruganathan, S., Aref, W. G., Elmagarmid, A. & Ouzzani, M., 1 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 2000-2003 4 p. 8731597. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Explaining entity resolution predictions: Where are we and what needs to be done?

Thirumuruganathan, S., Ouzzani, M. & Tang, N., 5 Jul 2019, Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA 2019. Association for Computing Machinery, a10. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Raha: A configuration-free error detection system

Mahdavi, M., Madden, S., Abedjan, Z., Ouzzani, M., Tang, N., Fernandez, R. C. & Stonebraker, M., 25 Jun 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 865-882 18 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Towards an end-to-end human-centric data cleaning framework

Rezig, E. K., Ouzzani, M., Elmagarmid, A., Aref, W. G. & Stonebraker, M., 5 Jul 2019, Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA 2019. Association for Computing Machinery, a1. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Unsupervised string transformation learning for entity consolidation

Deng, D., Tao, W., Abedjan, Z., Elmagarmid, A., Ilyas, I. F., Li, G., Madden, S., Ouzzani, M., Stonebraker, M. & Tang, N., 1 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 196-207 12 p. 8731550. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2018

Building data civilizer pipelines with an advanced workflow engine

Mansour, E., Deng, D., Fernandez, R. C., Qahtan, A., Tao, W., Abedjan, Z., Elmagarmid, A., Ilyas, I. F., Madden, S., Ouzzani, M., Stonebraker, M. & Tang, N., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1593-1596 4 p. 8509405

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

FAHES: A robust disguised missing values detector

Qahtan, A., Elmagarmid, A., Fernandez, R. C., Ouzzani, M. & Tang, N., 19 Jul 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2100-2109 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

FAHES: Detecting disguised missing values

Qahtan, A., Elmagarmid, A., Ouzzani, M. & Tang, N., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1609-1612 4 p. 8509409

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Seeping semantics: linking datasets using word embeddings for data discovery

Castro Fernandez, R., Mansour, E., Qahtan, A., Elmagarmid, A., Ilyas, I., Madden, S., Ouzzani, M., Stonebraker, M. & Tang, N., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 989-1000 12 p. 8509314

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)
2017

A demonstration of Lusail - Querying linked data at scale

Mansour, E., Abdelaziz, I., Ouzzani, M., Aboulnaga, A. & Kalnis, P., 9 May 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, Vol. Part F127746. p. 1603-1606 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

A demo of the data civilizer system

Fernandez, R. C., Deng, D., Mansour, E., Qahtan, A., Tao, W., Abedjan, Z., Elmagarmid, A., Ilyas, I. F., Madden, S., Ouzzani, M., Stonebraker, M. & Tang, N., 9 May 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, Vol. Part F127746. p. 1639-1642 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

In-memory distributed matrix computation processing & optimization

Yu, Y., Tang, M., Aref, W. G., Malluhi, Q. M., Abbas, M. & Ouzzani, M., 16 May 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1047-1058 12 p. 7930046

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Query optimizations over decentralized RDF graphs

Abdelaziz, I., Mansour, E., Ouzzani, M., Aboulnaga, A. & Kalnis, P., 16 May 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 139-142 4 p. 7929955

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

UGuide - User-guided discovery of FD-detectable errors

Thirumuruganathan, S., Berti-Equille, L., Ouzzani, M., Quiane Ruiz, J. A. & Tang, N., 9 May 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, Vol. Part F127746. p. 1385-1397 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)
2016

DataXFormer: A robust transformation discovery system

Abedjan, Z., Morcos, J., Ilyas, I. F., Ouzzani, M., Papotti, P. & Stonebraker, M., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1134-1145 12 p. 7498319

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

ORLF: A flexible framework for online record linkage and fusion

Rezig, E. K., Dragut, E. C., Ouzzani, M., Elmagarmid, A. & Aref, W. G., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1378-1381 4 p. 7498349

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Rheem: Enabling multi-platform task execution

Agrawal, D., Ba, L., Berti-Equille, L., Chawla, S., Elmagarmid, A., Hammady, H., Idris, Y., Kaoudi, Z., Khayyat, Z., Kruse, S., Ouzzani, M., Papotti, P., Quiane Ruiz, J. A., Tang, N. & Zaki, M. J., 26 Jun 2016, SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery, Vol. 26-June-2016. p. 2069-2072 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Road to freedom in big data analytics

Agrawal, D., Chawla, S., Elmagarmid, A., Kaoudi, Z., Ouzzani, M., Papotti, P., Quiane Ruiz, J. A., Tang, N. & Zaki, M. J., 1 Jan 2016, Advances in Database Technology - EDBT 2016: 19th International Conference on Extending Database Technology, Proceedings. OpenProceedings.org, Vol. 2016-March. p. 479-484 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Citations (Scopus)

Similarity Group-By operators for multi-dimensional relational data

Tang, M., Tahboub, R. Y., Aref, W. G., Atallah, M. J., Malluhi, Q. M., Ouzzani, M. & Silva, Y. N., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1448-1449 2 p. 7498368

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2015

Approving updates in collaborative databases

Mershad, K., Malluhi, Q. M., Ouzzani, M., Tang, M. & Aref, W. G., 2015, Proceedings - 2015 IEEE International Conference on Cloud Engineering, IC2E 2015. Institute of Electrical and Electronics Engineers Inc., p. 42-47 6 p. 7092897

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

BigDansing: A system for big data cleansing

Khayyaty, Z., Ilyasz, I. F., Jindal, A., Madden, S., Ouzzani, M., Papotti, P., Quiane Ruiz, J. A., Tang, N. & Yin, S., 27 May 2015, Proceedings of the ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, Vol. 2015-May. p. 1215-1230 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

47 Citations (Scopus)

Cost estimation of spatial k-Nearest-neighbor operators

Aly, A. M., Aref, W. G. & Ouzzani, M., 2015, EDBT 2015 - 18th International Conference on Extending Database Technology, Proceedings. OpenProceedings.org, University of Konstanz, University Library, p. 457-468 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

DataXFormer: An interactive data transformation tool

Morcos, J., Abedjan, Z., Ilyas, I. F., Ouzzani, M., Papotti, P. & Stonebraker, M., 27 May 2015, Proceedings of the ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, Vol. 2015-May. p. 883-888 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Efficient processing of hamming-distance-based similarity-search queries over MapReduce

Tang, M., Yu, Y., Aref, W. G., Malluhi, Q. M. & Ouzzani, M., 2015, EDBT 2015 - 18th International Conference on Extending Database Technology, Proceedings. OpenProceedings.org, University of Konstanz, University Library, p. 361-372 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Katara: A data cleaning system powered by knowledge bases and crowdsourcing

Chu, X., Morcos, J., Ilyas, I. F., Ouzzani, M., Papotti, P., Tang, N. & Ye, Y., 27 May 2015, Proceedings of the ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, Vol. 2015-May. p. 1247-1261 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

90 Citations (Scopus)

Query-time record linkage and fusion over Web databases

Rezig, E. K., Dragut, E. C., Ouzzani, M. & Elmagarmid, A., 26 May 2015, Proceedings - International Conference on Data Engineering. IEEE Computer Society, Vol. 2015-May. p. 42-53 12 p. 7113271

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Spatial queries with k-Nearest-Neighbor and relational predicates

Aly, A. M., Aref, W. G. & Ouzzani, M., 3 Nov 2015, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Association for Computing Machinery, Vol. 03-06-November-2015. a28

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2014

Descriptive and prescriptive data cleaning

Chalamalla, A., Ilyas, I. F., Ouzzani, M. & Papotti, P., 1 Jan 2014, Proceedings of the ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 445-456 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

27 Citations (Scopus)

iHUB - An information and collaborative management platform for life sciences

Salt, D., Ouzzani, M., Dragut, E., Baker, P. & Rangarajan, S., 7 Apr 2014, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 139-142 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

JISC: Adaptive stream processing using just-in-time state completion?

Aly, A. M., Aref, W. G., Ouzzani, M. & Mahmoud, H. M., 2014, Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings. OpenProceedings.org, University of Konstanz, University Library, p. 73-84 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

NADEEF/ER: Generic and interactive entity resolution

Elmagarmid, A., Ilyas, I. F., Ouzzani, M., Quiane Ruiz, J. A., Tang, N. & Yin, S., 1 Jan 2014, Proceedings of the ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1071-1074 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

The similarity-aware relational intersect database operator

Al Marri, W. J., Malluhi, Q., Ouzzani, M., Tang, M. & Aref, W. G., 1 Jan 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8821. p. 164-175 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8821).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
2013

Author disambiguation by hierarchical agglomerative clustering with adaptive stopping criterion

Cen, L., Dragut, E. C., Si, L. & Ouzzani, M., 2 Sep 2013, SIGIR 2013 - Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 741-744 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Citations (Scopus)

NADEEF: A commodity data cleaning system

Dallachiesat, M., Ebaid, A., Eldawy, A., Elmagarmid, A., Ilyas, I. F., Ouzzani, M. & Tang, N., 29 Jul 2013, Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 541-552 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

132 Citations (Scopus)
2012

Ionomics atlas - A tool to explore interconnected ionomic, genomic and environmental data

Dragut, E. C., Ouzzani, M., Madkour, A., Mohamed, N., Baker, P. & Salt, D. E., 19 Dec 2012, ACM International Conference Proceeding Series. p. 2680-2682 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

M 3: Stream processing on main-memory MapReduce

Aly, A. M., Sallam, A., Gnanasekaran, B. M., Nguyen-Dinh, L. V., Aref, W. G., Ouzzani, M. & Ghafoor, A., 2012, Proceedings - International Conference on Data Engineering. p. 1253-1256 4 p. 6228181

Research output: Chapter in Book/Report/Conference proceedingConference contribution

41 Citations (Scopus)
2011

U-MAP: A system for usage-based schema matching and mapping

Elmeleegy, H., Lee, J., Rezig, E. K., Ouzzani, M. & Elmagarmid, A., 11 Jul 2011, Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 1287-1289 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2010

GDR: A system for guided data repair

Yakout, M., Elmagarmid, A., Neville, J. & Ouzzani, M., 23 Jul 2010, Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 1223-1225 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)

Preserving privacy and fairness in peer-to-peer data integration

Elmeleegy, H., Ouzzani, M., Elmagarmid, A. & Abusalah, A., 23 Jul 2010, Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 759-770 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Privometer: Privacy protection in social networks

Talukder, N., Ouzzani, M., Elmagarmid, A., Elmeleegy, H. & Yakout, M., 28 May 2010, Proceedings - International Conference on Data Engineering. p. 266-269 4 p. 5452715

Research output: Chapter in Book/Report/Conference proceedingConference contribution

40 Citations (Scopus)

Supporting real-world activities in database management systems

Eltabakh, M. Y., Aref, W. G., Elmagarmid, A., Silva, Y. N. & Ouzzani, M., 1 Jun 2010, Proceedings - International Conference on Data Engineering. p. 808-811 4 p. 5447842

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2009

Location-aware privacy and more: A systems approach using context-aware database management systems

Aref, W. G., Elmongui, H. G. & Ouzzani, M., 1 Dec 2009, SPRINGL 2009 - Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS. p. 42-52 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supporting annotations on relations

Eltabakh, M. Y., Aref, W. G., Elmagarmid, A. K., Ouzzani, M. & Silva, Y. N., 21 Sep 2009, Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, EDBT'09. p. 379-390 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Citations (Scopus)
2008

Managing biological data using bdbms

Eltabakh, M. Y., Ouzzani, M., Aref, W. G., Elmagarmid, A., Laura-Silva, Y., Arshad, M. U., Salt, D. & Baxter, I., 1 Oct 2008, Proceedings - International Conference on Data Engineering. p. 1600-1603 4 p. 4497631

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Understanding syndromic hotspots - A visual analytics approach

Maciejewski, R., Rudolph, S., Hafen, R., Abusalah, A., Yakout, M., Ouzzani, M., Cleveland, W. S., Grannis, S. J., Wade, M. & Ebert, D. S., 1 Dec 2008, VAST'08 - IEEE Symposium on Visual Analytics Science and Technology, Proceedings. p. 35-42 8 p. 4677354

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Citations (Scopus)

Usage-based schema matching

Elmeleegy, H., Ouzzani, M. & Elmagarmid, A., 1 Oct 2008, Proceedings - International Conference on Data Engineering. p. 20-29 10 p. 4497410

Research output: Chapter in Book/Report/Conference proceedingConference contribution

36 Citations (Scopus)

Verification of access control requirements in web services choreography

Paci, F., Ouzzani, M. & Mecella, M., 19 Sep 2008, Proceedings - 2008 IEEE International Conference on Services Computing, SCC 2008. Vol. 1. p. 5-12 8 p. 4578443

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)
2007

Bdbms. A database management system for biological data

Eltabakh, M. Y., Ouzzani, M. & Aref, W. G., 1 Dec 2007, CIDR 2007 - 3rd Biennial Conference on Innovative Data Systems Research. p. 196-206 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

29 Citations (Scopus)