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Lydia Ash, "Data Set Analysis : Approaches to Testing when the Build is the Data", CAST 2007 presentation, Bellevue WA, July 2007. |
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Laure Berti-Equille, "Quality-Aware Data Management and Mining, Institut National de Recherche in Informatique et en Automatique, 2007. |
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Laure Berti-Équille, « La qualité des données comme condition à la qualité des connaissances : un état de l'art, in: Mesures de qualité pour la fouille de données. Numéro spécial, Revue Nationale des Technologies de l'Information (RNTI »),Cépaduès 2004. |
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Laure Berti-Équille , F. Moussouni. "Quality-Aware Integration and Warehousing of Genomic Data" in: Proceedings of the 10th Intl.Conference on Information Quality, IQ'05, Massachusetts Institute of Technology, Cambridge, MA, USA, November 2005. |
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Laure Berti-Équille, « Nettoyage des données XML : combien ça coûte ? », in: Actes du 1er Atelier Qualités des Données et des Connaissances, DKQ'05, en conjunction avec la conférence Extraction et Gestion des Connaissances, EGC'05, Paris, France, January 2005. |
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Laure Berti-Équille, "Cost of Low-Quality Data over Association Rules Discovery", in: Proceedings of the International Symposium on Applied Stochastic Models and Data Analysis, AMSDA'05, >Brest, France, May 2005. |
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Laure Berti-Équille, "Recommendation of XML Documents exploiting Quality Metadata and Views", in: Proceedings of the 2nd International Workshop on Data and Information Quality, DIQ'05, in conjunction with the 17th Conference on Advanced Information Systems Engineering, CAiSE'05, Porto, Portugal, June 2005. |
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Laure Berti-Équille, "Quality-Adaptive Query Processing over distributed Sources", in: International Conference on Information Quality, M.I.T., Boston, U.S., November 2004. |
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T. Dasu T. Johnson, Exploratory Data Mining and Data Cleaning John Wiley and Sons, 2003. |
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Larry English, Improving Data Warehouse and Business Information Quality, New York, Wiley, 1999. |
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M. Hernandez, S. Stolfo, "Real-World Data is Dirty: Data Cleansing and the Merge/Purge Problem" in: Journal of Data Mining and Knowledge Discovery, 1998, vol. 2, no 1, p. 9-37. |
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David Isaac and Christopher Lynnes, "Automated Data Quality Assessment in the Intelligent Archive", white paper prepared for the Intelligent Data Understanding program, January 2003. |
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Jack Olson, Data Quality: The Accuracy Dimension, Morgan Kaufmann, 2002. |
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T. Redman, Data Quality for the Information Age, Artech House, 1996. |