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Adaptive regression and model selection in data mining problems

Bakin, Sergey


Data Mining is a new and rapidly evolving area which deals with problems related to extracting structure from massive commercial and scientific data sets. Regression analysis is one of the major Data Mining techniques. The data sets encountered in the Data Mining area are often characterized by a large number of attributes (variables) as well as data records.This imposes two major requirements on the regression analysis tools used in Data Mining: first, in order to produce accurate and ...[Show more]

CollectionsOpen Access Theses
Date published: 1999
Type: Thesis (PhD)


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