Decomposition Methodology For Knowledge Discovery And Data Mining pdf epub mobi txt 电子书下载 2024

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Oded Z. Maimon

World Scientific Publishing Company

2005-07-30

323

USD 83.00

Hardcover

9789812560797

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发表于2024-12-27

Decomposition Methodology For Knowledge Discovery And Data Mining epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Decomposition Methodology For Knowledge Discovery And Data Mining pdf epub mobi txt 电子书下载 2024

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Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery from Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and necessity. This book provides an introduction to the field with an emphasis on advanced decomposition methods in general data mining tasks and for classification tasks in particular. The book presents a complete methodology for decomposing classification problems into smaller and more manageable sub-problems that are solvable by using existing tools, and then joining them together to solve the initial problem. The benefits of decomposition methodology in data mining include: increased performance (classification accuracy), conceptual simplification of the problem, enhanced feasibility with huge databases, clearer and more comprehensible results, reduced runtime by solving smaller problems and by using parallel/distributed computation, and the opportunity of using different techniques for individual sub-problems.

Decomposition Methodology For Knowledge Discovery And Data Mining 下载 mobi epub pdf txt 电子书