Data Mining

Data Mining

A Knowledge Discovery Approach

Mitwirkender: Cios, Krzysztof J.; Swiniarski, Roman W.; Pedrycz, Witold
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This comprehensive, advanced-level textbook on data mining details the unique steps of the knowledge discovery process-an industry standard that prescribes the sequence in which projects should be performed, from data understanding and preprocessing to deployment of the results. This knowledge discovery approach is what distinguishes Data Mining from other texts in this area. The book concentrates on clustering (a required step for any unsupervised data), data preparation, and data mining tools, focusing on those algorithms which have proven successful in data mining projects. In addition, the book analyzes the most popular data mining methods and presents the most freely available commercial data mining tools.

The authors' experience and expertise ensure that this text will be an authoritative instructional tool. Researchers, practitioners and students are certain to consider Data Mining an indispensable resource in successfully accomplishing the goals of their data mining projects.