عنوان
پدید آورنده
موضوع
رده
QA278 .K56 2015eb
QA278
.
K56
2015eb
کتابخانه
محل استقرار
1938549392
9781938549397
1942270135
9781938549380
9781942270133
Cluster analysis and data mining :
[Book]
an introduction /
R.S. King.
New Delhi :
Mercury Learning and Information,
[2015]
©2015
1 online resource :
illustrations
Includes bibliographical references and index.
Introduction to cluster analysis -- Overview of data mining -- Hierarchical clustering -- Partition clustering -- Judgmental analysis -- Fuzzy clustering models and applications -- Classification and association rules -- Cluster validity -- Clustering categorical data -- Mining outliers -- Model-based clustering -- General issues.
0
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 computer sciences. This book is applicable to either a course on clustering and classification or as a companion text for a first class in applied statistics. This book 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. --
Cluster analysis.
Data mining.
Cluster analysis.
Data mining.
MATHEMATICS-- Applied.
MATHEMATICS-- Probability & Statistics-- General.
MAT-- 003000
MAT-- 029000
519
.
5/3
23
QA278
.
K56
2015eb
King, Ronald S.,1943-
20200823064005.0
pn
مطالعه متن کتاب [Book]
Y
