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Cluster Analysis and Data Mining

Cluster Analysis and Data Mining Computer Science

Cluster Analysis and Data Mining

0 - Default Title
Description
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.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
332
Release Date:
2014-12-05
Publication Date:
2014-12-05
Publisher:
Mercury Learning and Information
Languages:
Original: English
ISBN10:
1938549384
ISBN13:
9781938549380
GPSR Manufacturer Reference:
Weight:
565 g
Height:
178 cm
Width:
229 cm
Thickness:
19 cm
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