عنوان
پدید آورنده
موضوع
رده
QA278 .K56 2015eb
QA278
.
K56
2015eb
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1938549392
(Number (ISBN
9781938549397
Erroneous ISBN
1942270135
Erroneous ISBN
9781938549380
Erroneous ISBN
9781942270133
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Cluster analysis and data mining :
General Material Designation
[Book]
Other Title Information
an introduction /
First Statement of Responsibility
R.S. King.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New Delhi :
Name of Publisher, Distributor, etc.
Mercury Learning and Information,
Date of Publication, Distribution, etc.
[2015]
Date of Publication, Distribution, etc.
©2015
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource :
Other Physical Details
illustrations
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
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
SUMMARY OR ABSTRACT
Text of Note
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. --
TOPICAL NAME USED AS SUBJECT
Cluster analysis.
Data mining.
Cluster analysis.
Data mining.
MATHEMATICS-- Applied.
MATHEMATICS-- Probability & Statistics-- General.
(SUBJECT CATEGORY (Provisional
MAT-- 003000
MAT-- 029000
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5/3
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA278
Book number
.
K56
2015eb
PERSONAL NAME - PRIMARY RESPONSIBILITY
King, Ronald S.,1943-
ORIGINATING SOURCE
Date of Transaction
20200823064005.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
