Foundations and methods in combinatorial and statistical data analysis and clustering [electronic resource] / Israël César Lerman.
2016
QA164
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Details
Title
Foundations and methods in combinatorial and statistical data analysis and clustering [electronic resource] / Israël César Lerman.
ISBN
9781447167938 (electronic book)
1447167937 (electronic book)
9781447167914
1447167937 (electronic book)
9781447167914
Published
London : Springer, [2016]
Copyright
©2016
Language
English
Description
1 online resource.
Item Number
10.1007/978-1-4471-6793-8 doi
Call Number
QA164
Dewey Decimal Classification
511/.6
Summary
This book offers an original and broad exploration of the fundamental methods in Clustering and Combinatorial Data Analysis, presenting new formulations and ideas within this very active field. With extensive introductions, formal and mathematical developments and real case studies, this book provides readers with a deeper understanding of the mutual relationships between these methods, which are clearly expressed with respect to three facets: logical, combinatorial and statistical. Using relational mathematical representation, all types of data structures can be handled in precise and unified ways which the author highlights in three stages: Clustering a set of descriptive attributes Clustering a set of objects or a set of object categories Establishing correspondence between these two dual clusterings Tools for interpreting the reasons of a given cluster or clustering are also included. Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering will be a valuable resource for students and researchers who are interested in the areas of Data Analysis, Clustering, Data Mining and Knowledge Discovery.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (viewed March 30, 2016)
Series
Advanced information and knowledge processing.
Available in Other Form
Print version: 9781447167914
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