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عنوان
Cluster analysis and data mining :

پدید آورنده
R.S. King.

موضوع
Cluster analysis.,Data mining.,Cluster analysis.,Data mining.,MATHEMATICS-- Applied.,MATHEMATICS-- Probability & Statistics-- General.

رده
QA278
.
K56
2015eb

کتابخانه
Center and Library of Islamic Studies in European Languages

محل استقرار
استان: Qom ـ شهر: Qom

Center and Library of Islamic Studies in European Languages

تماس با کتابخانه : 32910706-025

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

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