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Research Output 2001 2019

2019
3 Citations (Scopus)

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

Cleaning
Learning systems
Reinforcement learning

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

Reinforcement learning
Cleaning
Learning systems
Pipelines
2018
6 Citations (Scopus)

Discovery of genuine functional dependencies from relational data with missing values

Berti-Equille, 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

Repair
Semantics
Experiments
8 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

Image analysis
Remote sensing
Agglomeration
Learning systems
Pixels
2017
3 Citations (Scopus)

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

Image analysis
Remote sensing
Semantics

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

Image analysis
Remote sensing

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

Human Perception
Experiment
Experiments
India
Curbs
1 Citation (Scopus)

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

Water pollution
Data mining
Pipelines
5 Citations (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, Vol. Part F131841. p. 1983-1986 4 p.

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

Denial
Attack
Profiling
Filter
Commonality
10 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

Error detection
Experiments
2016
19 Citations (Scopus)

Potential application of macroinvertebrates indices in bioassessment of Mexican streams

Serrano Balderas, E. C., Grac, C., Berti-Equille, L. & Armienta Hernandez, M. A., 1 Feb 2016, In : Ecological Indicators. 61, p. 558-567 10 p.

Research output: Contribution to journalArticle

biological assessment
macroinvertebrates
macroinvertebrate
biomonitoring
similarity index
14 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

Data fusion
Learning systems
Cleaning
Gases
Oils
1 Citation (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

Ecosystems
Fusion reactions
Scaling
Big data
World Wide Web
3 Citations (Scopus)

Towards ontology reasoning for topological cluster labeling

Chahdi, H., Grozavu, N., Mougenot, I., Bennani, Y. & Berti-Equille, L., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Springer Verlag, Vol. 9949 LNCS. 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

Labeling
Ontology
Unsupervised learning
Reasoning
Unsupervised Learning
2 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

Climate change
Taxonomies
Disasters
5 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

Data fusion
Big data
Data quality
Information extraction
2015
9 Citations (Scopus)

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-Equille, 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., 3624.

Research output: Contribution to journalArticle

Data warehouses
data quality
spatial data
Information systems
Rivers
11 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

Labels
Availability
Experiments
Big data

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

Data privacy
Information management
Quality management
Data management
Personal data
18 Citations (Scopus)

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

image analysis
segmentation
Image analysis
Remote sensing
remote sensing
2014
4 Citations (Scopus)

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

Experiments
9 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

Semantic Web
Standardization
Information systems
Semantics
2013
1 Citation (Scopus)

A masking index for quantifying hidden glitches

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

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

Experiments
8 Citations (Scopus)

Data fusion: Resolving conflicts from multiple sources

Dong, X. L., Berti-Equille, L. & Srivastava, D., 16 Jul 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7923 LNCS. 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

Data Fusion
Data fusion
Information management
Industry
Web Portal
12 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

Copying
Data fusion
Information management
Industry
56 Citations (Scopus)

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

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

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

Learning systems
Scalability
Cleaning
4 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

Southern Oscillation
sea surface temperature
prediction
gauge
anomaly
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

Resource Discovery
Quality of service
Web services
Service Discovery
Semantics
50 Citations (Scopus)

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

Chad
phytoliths
phytolith
Central Africa
aquatic plant
2011
14 Citations (Scopus)

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

Berti-Equille, 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

Systems engineering
Data structures
Navigation
Information systems
Electricity
2 Citations (Scopus)

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

Guerra-García, C., Caballero, I., Berti-Equille, L. & Piattini, M., 1 Dec 2011, ICIQ 2011 - Proceedings of the 16th International Conference on Information Quality. p. 115-129 15 p.

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

Industry
Web Design
36 Citations (Scopus)

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

Berti-Equille, L., Dasu, T. & Srivastava, D., 6 Jun 2011, Proceedings - International Conference on Data Engineering. p. 733-744 12 p. 5767864

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

Cleaning
Scalability
Specifications
2010
84 Citations (Scopus)

Global detection of complex copying relationships between sources

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

Research output: Chapter in Book/Report/Conference proceedingChapter

Copying
Data integration
12 Citations (Scopus)

Processing top-k join queries

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

Research output: Chapter in Book/Report/Conference proceedingChapter

Processing
23 Citations (Scopus)

Solomon: Seeking the truth via copying detection

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

Research output: Chapter in Book/Report/Conference proceedingChapter

Copying
User interfaces
2009
267 Citations (Scopus)

Integrating conflicting data: The role of source dependence

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

Research output: Chapter in Book/Report/Conference proceedingChapter

Copying
Data integration
Information management
Industry
Experiments
4 Citations (Scopus)

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

Peralta, V., Thion-Goasdoué, V., Kedad, Z., Berti-Equille, L., Comyn-Wattiau, I., Nugier, S. & Si-Said-Cherfi, S., 1 Dec 2009, Proceedings of the 2009 International Conference on Information Quality, ICIQ 2009.

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

Competitive intelligence
Electricity
Quality management
Metadata
Information management
43 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, CIDR 2009 - 4th Biennal Conference on Innovative Data Systems Research.

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

Data integration
Colliding beam accelerators
Availability
160 Citations (Scopus)

Truth discovery and copying detection in a dynamic world

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

Research output: Chapter in Book/Report/Conference proceedingChapter

Copying
Data integration
Hidden Markov models
Information management
Scalability
2008

Measuring and constraining data quality with analytic workflows

Berti-Equille, L., 2008, CTIT workshop proceedings series. 02 ed. Vol. WP 08. p. 103-112 10 p.

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

data quality
workflow
Metadata
Query languages
metadata
1 Citation (Scopus)

Tracing data pollution in large business applications

Berti-Equille, L., 1 Dec 2008, Proceedings of the 2008 International Conference on Information Quality, ICIQ 2008.

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

Pollution
Industry
Costs
Consolidation
Cleaning
2007
30 Citations (Scopus)

A framework for quality evaluation in data integration systems

Akoka, J., Berti-Equille, L., Boucelma, O., Bouzeghoub, M., Comyn-Wattiau, I., Cosquer, M., Goasdoué-Thion, V., Kedad, Z., Nugier, S., Peralta, V. & Sisaid-Cherfi, S., 1 Dec 2007, ICEIS 2007 - 9th International Conference on Enterprise Information Systems, Proceedings. Vol. ISAS. p. 170-175 6 p.

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

Data integration
Information systems
Industry
Information management
Data structures
12 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Association rules
Data mining
Costs
Experiments
13 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-Equille, L. & Georgios, K., 2 Feb 2007, In : Computer Communications. 30, 3, p. 638-651 14 p.

Research output: Contribution to journalArticle

Quality of service
Next generation networks
3G mobile communication systems
Multimedia services
Global system for mobile communications
13 Citations (Scopus)

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

Berti-Equille, L., 29 Jan 2007, In : Studies in Computational Intelligence. 43, p. 101-126 26 p.

Research output: Contribution to journalArticle

Quality management
Information management
Data mining
Data structures
Cleaning

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

Moussouni, F., Berti-Equille, L., Rozé, G., Loréal, O. & Guérin, E., 1 Dec 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4832 LNCS. 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

Warehouses
Data Quality
Data warehouses
Data integration
Databases
2006

Quality-aware association rule mining

Berti-Equille, L., 14 Jul 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3918 LNAI. 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

Association Rule Mining
Association rules
Costs and Cost Analysis
Association Rules
Information Storage and Retrieval

Quality-extended query processing for mediation systems

Berti-Equille, 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

Query processing
Mediation
Query
Data sources
Quality of service
4 Citations (Scopus)
Information systems