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Research Output 2001 2019

Filter
Conference contribution
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
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

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
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
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

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
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
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
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
2011
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
2009
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
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

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
2005
7 Citations (Scopus)

Enriching multimedia content description for broadcast environments: From a unified metadata model to a new generation of authoring tool

Rousseau, B., Jouve, W. & Berti-Equille, L., 1 Dec 2005, Proceedings - Seventh IEEE International Symposium on Multimedia, ISM 2005. Vol. 2005. p. 87-94 8 p. 1565817

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

Metadata
Broadcasting
Video on demand
2 Citations (Scopus)

Integrating and warehousing liver gene expression data and related biomedical resources in GEDAW

Guérin, E., Marquet, G., Burgun, A., Loréal, O., Berti-Equille, L., Leser, U. & Moussouni, F., 2005, Lecture Notes in Bioinformatics (Subseries of Lecture Notes in Computer Science). Ludascher, B. & Raschid, L. (eds.). Vol. 3615. p. 158-174 17 p.

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

Gene Expression Data
Gene expression
Liver
Genes
Information Storage and Retrieval
3 Citations (Scopus)

Optimizing progressive query-by-example over pre-clustered large image databases

Choupo, A. K., Berti-Equille, L. & Morin, A., 1 Dec 2005, ACM International Conference Proceeding Series. Vol. 160. p. 13-20 8 p.

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

Lime
Information systems
Scheduling
Processing
Experiments
9 Citations (Scopus)

Quality-aware integration and warehousing of genomic data

Berti-Equille, L. & Moussouni, F., 1 Dec 2005, Proceedings of the 2005 International Conference on Information Quality, ICIQ 2005.

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

Data warehouses
Liver
Pathology
Gene expression
XML
2004
5 Citations (Scopus)

Multimedia indexing and retrieval with features association rules mining

Kouomou-Choupo, A., Berti-Equille, L. & Morin, A., 1 Dec 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME). Vol. 2. p. 1299-1302 4 p.

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

Association rules
Query processing
Data mining
Processing
Experiments
2001
2 Citations (Scopus)

Integration of biological data and quality-driven source negotiation

Berti-Equille, L., 2001, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 2224. p. 256-269 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2224).

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

Data integration
Data warehouses
Query processing
Bioinformatics
Metadata