Cluster Analysis and Data Mining: An Introduction Book Information:

(Topics and chapters covered in detail below):

Overview & Summary ofCluster Analysis and Data Mining: An Introduction Book

Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, behavioral & social sciences, engineering, and in computer science. This book is applicable to either a course on clustering and classification or as a companion text for a first class in applied statistics. It features: puts emphasis on illustrating the underlying logic in making decisions during the cluster analysis; brings out the related applications of statistics: Ward's method (ANOVA), JAN (regression analysis & correlational analysis), cluster validation (hypothesis testing, goodness-of-fit, Monte Carlo simulation, etc.); and, includes separate chapters on JAN and the clustering of categorical data.

• Book Type :

Higher Education Textbooks

Book Binding :

Paperback

Language :

English

Number of Pages :

300 pages

ISBN - 10 :

1938549384

Cluster Analysis and Data Mining: An Introduction Published On :

Import, 25 Apr 2014

Resource:

Textbooks & Study Guides, Higher Education Textbooks Books for Students, Teachers, Graudates, Professionals and all others

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