• 1744 Citations
  • 21 h-Index
19992019

Research output per year

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Research Output

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

Bionetapp: An interactive visual data analysis platform for molecular expressions

Roumani, A. M., Madkour, A., Ouzzani, M., McGrew, T., Omran, E. & Zhang, X., 1 Feb 2019, In : PloS one. 14, 2, e0211277.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

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

AUDIT: approving and tracking updates with dependencies in collaborative databases

Mershad, K., Malluhi, Q. M., Ouzzani, M., Tang, M., Gribskov, M. & Aref, W. G., 1 Mar 2018, In : Distributed and Parallel Databases. 36, 1, p. 81-119 39 p.

Research output: Contribution to journalArticle

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)

COACT: a query interface language for collaborative databases

Mershad, K., Malluhi, Q. M., Ouzzani, M., Tang, M., Gribskov, M., Aref, W. G. & Prakash, D., 1 Mar 2018, In : Distributed and Parallel Databases. 36, 1, p. 121-151 31 p.

Research output: Contribution to journalArticle

Data civilizer 2.0: A holistic framework for data preparation and analytics

Rezig, E. K., Cao, L., Stonebraker, M., Simonini, G., Tao, W., Madden, S., Ouzzani, M., Tang, N. & Elmagarmid, A. K., 1 Jan 2018, In : Proceedings of the VLDB Endowment. 12, 12, p. 1954-1957 4 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Efficient Parallel Skyline Query Processing for High-Dimensional Data

Mingjie, T., Yu, Y., Aref, W. G., Malluhi, Q. & Ouzzani, M., 23 Feb 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

4 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)

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)

Making progress with the automation of systematic reviews: Principles of the International Collaboration for the Automation of Systematic Reviews (ICASR)

On behalf of the founding members of the ICASR group, 19 May 2018, In : Systematic Reviews. 7, 1, 77.

Research output: Contribution to journalComment/debate

17 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)

A service computing manifesto: The next 10 years

Bouguettaya, A., Singh, M., Huhns, M., Sheng, Q. Z., Dong, H., Yu, Q., Neiat, A. G., Mistry, S., Benatallah, B., Medjahed, B., Ouzzani, M., Casati, F., Liu, X., Wang, H., Georgakopoulos, D., Chen, L., Nepal, S., Malik, Z., Erradi, A., Wang, Y. & 4 others, Blake, B., Dustdar, S., Leymann, F. & Papazoglou, M., 1 Apr 2017, In : Communications of the ACM. 60, 4, p. 64-72 9 p.

Research output: Contribution to journalReview article

63 Citations (Scopus)

Distributed representations of tuples for entity resolution

Ebraheem, M., Thirumuruganathan, S., Rayhan Joty, S., Ouzzani, M. & Tang, N., 1 Jan 2017, In : Proceedings of the VLDB Endowment. 11, 11, p. 1454-1467 14 p.

Research output: Contribution to journalConference article

16 Citations (Scopus)

Erratum: Lightning Fast and Space Efficient Inequality Joins. [PVLDB, 8, 13, (2017) (2074-2085)] DOI: 10.14778/2831360.2831362

Khayyat, Z., Lucia, W., Singh, M., Ouzzani, M., Papotti, P., Quiane Ruiz, J. A., Tang, N. & Kalnis, P., 1 Jan 2017, In : Proceedings of the VLDB Endowment. 10, 9, 1 p.

Research output: Contribution to journalComment/debate

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)

RHEEM: Enabling cross platform data processing

Agrawal, D., Chawla, S., Contreras-Rojas, B., Elmagarmid, A., Idris, Y., Kaoudi, Z., Kruse, S., Lucas, J., Mansour, E., Ouzzani, M., Papotti, P., Quiane´-Ruiz, J. A., Tang, N., Thirumuruganathan, S. & Troudi, A., 1 Jan 2017, In : Proceedings of the VLDB Endowment. 11, 11, p. 1414-1427 14 p.

Research output: Contribution to journalConference article

7 Citations (Scopus)

The data civilizer system

Deng, D., Castro Fernandez, R., Abedjan, Z., Wang, S., Stonebraker, M., Elmagarmid, A., Ilyas, I. F., Madden, S., Ouzzani, M. & Tang, N., 1 Jan 2017.

Research output: Contribution to conferencePaper

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

Cyber security - Part 1 the need to share

Elmagarmid, A., Cochrane, P. & Ouzzani, M., 2016, In : Journal of the Institute of Telecommunications Professionals. 10, 3, p. 28-32 5 p.

Research output: Contribution to journalArticle

Cyber security - Part 2 auto-immunity

Elmagarmid, A., Cochrane, P. & Ouzzani, M., 2016, In : Journal of the Institute of Telecommunications Professionals. 10, 3, p. 33-37 5 p.

Research output: Contribution to journalArticle

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)

Detecting data errors: Where are we and what needs to be done?

Abedjan, Z., Chu, X., Deng, D., Fernandez, R. C., Ilyas, I. F., Ouzzani, M., Papotti, P., Stonebraker, M. & Tang, N., 2016, In : Proceedings of the VLDB Endowment. 9, 12, p. 993-1004 12 p.

Research output: Contribution to journalArticle

45 Citations (Scopus)

Fast and scalable inequality joins

Khayyat, Z., Lucia, W., Singh, M., Ouzzani, M., Papotti, P., Quiane Ruiz, J. A., Tang, N. & Kalnis, P., 7 Sep 2016, (Accepted/In press) In : VLDB Journal. p. 1-26 26 p.

Research output: Contribution to journalArticle

7 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., 1 Feb 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 2, p. 510-523 14 p., 7289415.

Research output: Contribution to journalArticle

10 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)

Temporal rules discovery for web data cleaning

Abedjan, Z., Akcora, C. G., Ouzzani, M., Papotti, P. & Stonebraker, M., 2016, Proceedings of the VLDB Endowment. 4 ed. Association for Computing Machinery, Vol. 9. p. 336-347 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

21 Citations (Scopus)
2015

A demonstration of AQWA: Adaptive query-workload aware partitioning of big spatial data

Aly, A. M., Abdelhamid, A. S., Mahmood, A. R., Aref, W. G., Hassan, M. S., Elmeleegy, H. & Ouzzani, M., 2015, Proceedings of the VLDB Endowment. 12 ed. Association for Computing Machinery, Vol. 8. p. 1968-1971 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Citations (Scopus)

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)

AQWA: Adaptive query-workload-aware partitioning of big spatial data

Aly, A. M., Mahmood, A. R., Hassan, M. S., Aref, W. G., Ouzzani, M., Elmeleegy, H. & Qadah, T., 2015, Proceedings of the VLDB Endowment. 13 ed. Association for Computing Machinery, Vol. 8. p. 2062-2073 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

22 Citations (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)

DataXFormer: Leveraging the web for semantic transformations

Abedjan, Z., Morcos, J., Gubanov, M., Ilyas, I. F., Stonebraker, M., Papotti, P. & Ouzzani, M., 1 Jan 2015.

Research output: Contribution to conferencePaper

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)

KATARA: Reliable data cleaning with knowledge bases and crowdsourcing

Chu, X., Morcos, J., Ilyas, I. F., Ouzzani, M., Papotti, P., Tang, N. & Ye, Y., 2015, Proceedings of the VLDB Endowment. 12 ed. Association for Computing Machinery, Vol. 8. p. 1952-1955 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

10 Citations (Scopus)

Learning to identify relevant studies for systematic reviews using random forest and external information

Khabsa, M., Elmagarmid, A., Ilyas, I., Hammady, H. & Ouzzani, M., 23 Oct 2015, (Accepted/In press) In : Machine Learning.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Lightning fast and space efficient inequality joins

Khayyat, Z., Lucia, W., Singh, M., Ouzzani, M., Papotti, P., Quiane Ruiz, J. A., Tang, N. & Kalnis, P., 2015, Proceedings of the VLDB Endowment. 13 ed. Association for Computing Machinery, Vol. 8. p. 2074-2085 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

15 Citations (Scopus)