• 1063 Citations
  • 14 h-Index
20012019

Research output per year

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Research Output

2019

Learn2Clean: Optimizing the sequence of tasks for web data preparation

Berti-Equille, L., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2580-2586 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

4 Citations (Scopus)

Reinforcement learning for data cleaning and data preparation

Berti-Equille, L., 5 Jul 2019, Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA 2019. Association for Computing Machinery, (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

2018

Discovery of genuine functional dependencies from relational data with missing values

Berti-E´quille, L., Harmouch, H., Naumann, F., Novelli, N. & Thirumuruganathan, S., 1 Jan 2018, In : Proceedings of the VLDB Endowment. 11, 8, p. 880-892 13 p.

Research output: Contribution to journalConference article

9 Citations (Scopus)

Remote sensing image analysis by aggregation of segmentation-classification collaborative agents

Troya-Galvis, A., Gançarski, P. & Berti-Equille, L., 1 Jan 2018, In : Pattern Recognition. 73, p. 259-274 16 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)
2017

Collaborative segmentation and classification for remote sensing image analysis

Troya-Galvis, A., Gançarski, P. & Berti-Equille, L., 13 Apr 2017, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 829-834 6 p. 7899738

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

3 Citations (Scopus)

Interactions segmentation-classification dans un cadre multi-paradigme pour l'analyse d'images de télédétection

Translated title of the contribution: Study of segmentation-classification interactions within a multi-paradigm framework for remote sensing image analysisTroya-Galvis, A., Gançarski, P. & Berti-Equille, L., 1 Jan 2017, In : Revue d'Intelligence Artificielle. 31, 1-2, p. 133-152 20 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

On the role of political affiliation in human perception the case of Delhi OddEven experiment

Zanouda, T., Abbar, S., Berti-Equille, L., Shah, K., Baggag, A., Chawla, S. & Srivastava, J., 1 Jan 2017, Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Springer Verlag, p. 74-88 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10540 LNCS).

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

Principled data preprocessing: Application to biological aquatic indicators of water pollution

Balderas, E. C. S., Berti-Equille, L., Hernández, M. A. A. & Grac, C., 25 Sep 2017, Proceedings - 28th International Workshop on Database and Expert Systems Applications, DEXA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-August. p. 52-56 5 p. 8049685

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

1 Citation (Scopus)

Profiling DRDoS attacks with data analytics pipeline

Berti-Equille, L. & Zhauniarovich, Y., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1983-1986 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

Potential application of macroinvertebrates indices in bioassessment of Mexican streams

Serrano Balderas, E. C., Grac, C., Berti-Equille, L. & Armienta Hernandez, M. A., Feb 2016, In : Ecological Indicators. 61, p. 558-567 10 p.

Research output: Contribution to journalReview article

19 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)

Scaling up truth discovery

Berti-Equille, L., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1418-1419 2 p. 7498359

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

1 Citation (Scopus)

Towards ontology reasoning for topological cluster labeling

Chahdi, H., Grozavu, N., Mougenot, I., Bennani, Y. & Berti-Equille, L., 1 Jan 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Hirose, A., Lee, M., Liu, D., Doya, K., Ikeda, K. & Ozawa, S. (eds.). Springer Verlag, p. 156-164 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9949 LNCS).

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

3 Citations (Scopus)

Using twitter to understand public interest in climate change: The case of Qatar

Abbar, S., Zanouda, T., Berti-Equille, L. & Borge-Holthoefer, J., 1 Jan 2016, WS-16-16: CitiLab; WS-16-17: Wiki; WS-16-18: News and Public Opinion; WS-16-19: Social Media in the Newroom; WS-16-20: Social Web for Envioronmental and Ecological Monitoring. AI Access Foundation, Vol. WS-16-16 - WS-16-20. p. 168-177 10 p.

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

3 Citations (Scopus)

Veracity of big data: Challenges of cross-modal truth discovery

Berti-Equille, L. & Ba, M. L., 1 Aug 2016, In : Journal of Data and Information Quality. 7, 3, 12.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2015

AllegatorTrack: Combining and reporting results of truth discovery from multi-source data

Waguih, D. A., Goel, N., Hammady, H. & Berti-Equille, L., 26 May 2015, Proceedings - International Conference on Data Engineering. IEEE Computer Society, Vol. 2015-May. p. 1440-1443 4 p. 7113396

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

9 Citations (Scopus)

A quality-aware spatial data warehouse for querying hydroecological data

Berrahou, L., Lalande, N., Serrano, E., Molla, G., Berti-Équille, L., Bimonte, S., Bringay, S., Cernesson, F., Grac, C., Ienco, D., Le Ber, F. & Teisseire, M., 1 Dec 2015, In : Computers and Geosciences. 85, p. 126-135 10 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Data veracity estimation with ensembling truth discovery methods

Berti-Equille, L., 22 Dec 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Institute of Electrical and Electronics Engineers Inc., p. 2628-2636 9 p. 7364062

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

13 Citations (Scopus)

Towards principled data science assessment: The Personal Data Science Process (PdsP)

Caballero, I., Berti-Equille, L. & Piattini, M., 2015, ICEIS 2015 - 17th International Conference on Enterprise Information Systems, Proceedings. SciTePress, Vol. 1. p. 374-378 5 p.

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

Unsupervised Quantification of Under-and Over-Segmentation for Object-Based Remote Sensing Image Analysis

Troya-Galvis, A., Gancarski, P., Passat, N. & Berti-Equille, L., 1 May 2015, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 8, 5, p. 1936-1945 10 p., 7112093.

Research output: Contribution to journalArticle

21 Citations (Scopus)
2014

A masking index for quantifying hidden glitches

Berti-Equille, L., Loh, J. M. & Dasu, T., 1 Jul 2014, In : Knowledge and Information Systems. 44, 2, p. 253-277 25 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Web data quality: Current state and new challenges

Zaveri, A., Maurino, A. & Berti-Equille, L., 1 Apr 2014, In : International Journal on Semantic Web and Information Systems. 10, 2, p. 1-6 6 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2013

A masking index for quantifying hidden glitches

Berti-Équille, L., Loh, J. M. & Dasu, T., 1 Dec 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 21-30 10 p., 6729486.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Data fusion: Resolving conflicts from multiple sources

Dong, X. L., Berti-Equille, L. & Srivastava, D., 16 Jul 2013, Web-Age Information Management - 14th International Conference, WAIM 2013, Proceedings. p. 64-76 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7923 LNCS).

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

8 Citations (Scopus)

Data fusion: Resolving conflicts from multiple sources

Dong, X. L., Berti-Equille, L. & Srivastava, D., 1 Jan 2013, Handbook of Data Quality: Research and Practice. Springer Berlin Heidelberg, p. 293-318 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

12 Citations (Scopus)

Don't be SCAREd: Use SCalable Automatic REpairing with maximal likelihood and bounded changes

Yakout, M., Berti-Équille, L. & Elmagarmid, A. K., 29 Jul 2013, SIGMOD 2013 - International Conference on Management of Data. p. 553-564 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

64 Citations (Scopus)

Prediction of september-december fire in New Caledonia (Southwestern Pacific) using July Niño-4 sea surface temperature index

Moron, V., Barbero, R., Mangeas, M., Borgniet, L., Curt, T. & Berti-Equille, L., 1 Mar 2013, In : Journal of Applied Meteorology and Climatology. 52, 3, p. 623-633 11 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2012

Challenges of quality-driven resource discovery

Amann, B., Berti-Equille, L., Lacroix, Z. & Vidal, M. E., 27 Jan 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6799 LNCS. p. 181-189 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6799 LNCS).

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

Phytolith signal of aquatic plants and soils in Chad, Central Africa

Novello, A., Barboni, D., Berti-Equille, L., Mazur, J. C., Poilecot, P. & Vignaud, P., 15 Jun 2012, In : Review of Palaeobotany and Palynology. 178, p. 43-58 16 p.

Research output: Contribution to journalArticle

52 Citations (Scopus)
2011

Assessment and analysis of information quality: A multidimensional model and case studies

Berti-Équille, L., Comyn-Wattiau, I., Cosquer, M., Kedad, Z., Nugier, S., Peralta, V., Cherfi, S. S. S. & Thion-Goasdoué, V., 1 Nov 2011, In : International Journal of Information Quality. 2, 4, p. 300-323 24 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Daq-Uwe: A framework for designing data quality aware web applications

Guerra-García, C., Caballero, I., Berti-Équille, L. & Piattini, M., 1 Dec 2011, p. 115-129. 15 p.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

Discovery of complex glitch patterns: A novel approach to Quantitative Data Cleaning

Berti-Équille, L., Dasu, T. & Srivastava, D., 6 Jun 2011, 2011 IEEE 27th International Conference on Data Engineering, ICDE 2011. p. 733-744 12 p. 5767864. (Proceedings - International Conference on Data Engineering).

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

38 Citations (Scopus)
2010

Global detection of complex copying relationships between sources

Dong, X. L., Berti-Equille, L., Hu, Y. & Srivastava, D., Sep 2010, In : Proceedings of the VLDB Endowment. 3, 1, p. 1358-1369 12 p.

Research output: Contribution to journalArticle

87 Citations (Scopus)

Processing top-k join queries

Wu, M., Berti-Équille, L., Marian, A., Procopiuc, C. M. & Srivastava, D., Sep 2010, In : Proceedings of the VLDB Endowment. 3, 1, p. 860-870 11 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Solomon: Seeking the truth via copying detection

Dong, X. L., Hu, Y., Berti-Equille, L. & Srivastava, D., 1 Sep 2010, In : Proceedings of the VLDB Endowment. 3, 2, p. 1617-1620 4 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)
2009

Integrating conflicting data: The role of source dependence

Dong, X. L., Berti-Equille, L. & Srivastava, D., 2009, In : Proceedings of the VLDB Endowment. 2, 1, p. 550-561 12 p.

Research output: Contribution to journalArticle

277 Citations (Scopus)

Multidimensional management and analysis of quality measures for CRM applications in an electricity company

Peralta, V., Thion-Goasdoué, V., Kedad, Z., Berti-Équille, L., Comyn-Wattiau, I., Nugier, S. & Si-Said-Cherfi, S., 1 Dec 2009.

Research output: Contribution to conferencePaper

4 Citations (Scopus)

Sailing the information ocean with awareness of currents: Discovery and application of source dependence

Berti-Equille, L., Sarma, A. D., Dong, X. L., Marian, A. & Srivastava, D., 1 Dec 2009.

Research output: Contribution to conferencePaper

43 Citations (Scopus)

Truth discovery and copying detection in a dynamic world

Dong, X. L., Berti-Equille, L. & Srivastava, D., 2009, In : Proceedings of the VLDB Endowment. 2, 1, p. 562-573 12 p.

Research output: Contribution to journalArticle

163 Citations (Scopus)
2008

Measuring and constraining data quality with analytic workflows

Berti-Equille, L., 1 Jan 2008, In : CTIT workshop proceedings series. WP 08, 02, p. 103-112 10 p.

Research output: Contribution to journalConference article

Tracing data pollution in large business applications

Berti-Équille, L., 1 Dec 2008.

Research output: Contribution to conferencePaper

1 Citation (Scopus)
2007

A framework for quality evaluation in data integration systems

Akoka, J., Berti-Équille, L., Boucelma, O., Bouzeghoub, M., Comyn-Wattiau, I., Cosquer, M., Goasdoué-Thion, V., Kedad, Z., Nugier, S., Peralta, V. & Sisaid-Cherfi, S., 1 Jan 2007, p. 170-175. 6 p.

Research output: Contribution to conferencePaper

30 Citations (Scopus)

Data quality awareness: A case study for cost optimal association rule mining

Berti-Équille, L., 1 Feb 2007, In : Knowledge and Information Systems. 11, 2, p. 191-215 25 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)

End-to-end quality of service provisioning through an integrated management system for multimedia content delivery

Ahmed, T., Asgari, A. H., Mehaoua, A., Borcoci, E., Berti-Équille, L. & Georgios, K., 2 Feb 2007, In : Computer Communications. 30, 3, p. 638-651 14 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Measuring and modelling data quality for quality-awareness in data mining

Berti-Équille, L., 29 Jan 2007, Quality Measures in Data Mining. Guillet, F. & Hamilton, H. (eds.). p. 101-126 26 p. (Studies in Computational Intelligence; vol. 43).

Research output: Chapter in Book/Report/Conference proceedingChapter

13 Citations (Scopus)

QDex: A database profiler for generic bio-data exploration and quality aware integration

Moussouni, F., Berti-Équille, L., Rozé, G., Loréal, O. & Guérin, E., 1 Dec 2007, Web Information Systems Engineering - WISE 2007 Workshops - WISE 2007 International Workshops, Proceedings. p. 5-16 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4832 LNCS).

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

2006

Quality-aware association rule mining

Berti-Équille, L., 14 Jul 2006, Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings. p. 440-449 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3918 LNAI).

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

Quality-extended query processing for mediation systems

Berti-Équille, L., 1 Dec 2006, Information Quality Management: Theory and Applications. IGI Global, p. 23-50 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Citations (Scopus)