The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining ...
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The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns extraction, etc.). The papers presented here are selected from the workshop papers held yearly since 2006.
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2010, Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Publisher:
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Published:
2010
Language:
English
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10547076740
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New. Print on demand Contains: Illustrations, black & white. Studies in Computational Intelligence . XII, 302 p. 114 illus. Intended for college/higher education audience.
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New. Print on demand Sewn binding. Cloth over boards. 302 p. Contains: Unspecified, Illustrations, black & white, Line drawings, black & white, Tables, black & white. Studies in Computational Intelligence, 165.
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Edition:
2010, Springer-Verlag Berlin and Heidelberg GmbH & Co. K
