Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering (Advanced Information and Knowledge Processing)

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keywords:image processing and data analysis,data mining and predictive analysis,big data analysis techniques,big data analysis tools,large data analysis,

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.

keywords:image processing and data analysis,data mining and predictive analysis,big data analysis techniques,big data analysis tools,large data analysis,

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eBook Details:
Category: Algorithms
Author: Israel Cesar Lerman
Language: English
ISBN10: 1447167910
ISBN13: 9781447167914
Pages: 647
PubDate: 2016-03-24 00:00:00
UploadDate: 4/15/2016 9:52:10 pm

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