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Lastly, we characterized advances in automated data mining,
noting the use of guided analytics interfaces and support for
automation in JDM.
[CRISP-DM 2006]
[Firestone 2002] J. Firestone, “DKMS Brief No. Six: Data Warehouses,
Data Marts, and Data Warehousing: New Definitions and New Con-
[Han/Kamber 2001] J. Han and M. Kamber, Data Mining: Concepts and
Te c h n i q u e s , San Francisco, Morgan Kaufmann, 2001.
[IDC 2003] Henry D. Morris, “Predictive Analytics and ROI: Lessons from
IDC's Financial Impact Study,” IDC, Framingham, MA, 2003.
[Inmon 1995] W. H. Inmon, “What Is a Data Warehouse?” Prism Tech
Topic, vol. 1, no. 1, 1995.
[Moore 2006] Andrew Moore, “Cross Validation Tutorial Slides,” http://www.
[Oracle 2006] Real Application Clusters,
[Ponniah 2001] Paulraj Ponniah, “Data Warehousing Fundamentals:
A Comprehensive Guide for IT Professionals,” New York, John Wiley
& Sons, 2001.
[Pyle 1999] Dorian Pyle, Data Preparation, San Francisco, Morgan
Kaufmann, 1999.
[Rahm/Do 2000] Erhard Rahm, and Hong Hai Do, “Data Cleaning:
Problems and Current Approaches,” University of Leipzig, Germany,
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