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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering

Language EnglishEnglish
Book Paperback
Book Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering Israel Cesar Lerman
Libristo code: 19388834
Publishers Springer London Ltd, April 2018
This book offers an original and broad exploration of the fundamental methods in Clustering and Comb... Full description
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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.

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About the book

Full name Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
Language English
Binding Book - Paperback
Date of issue 2018
Number of pages 647
EAN 9781447173922
ISBN 9781447173922
Libristo code 19388834
Publishers Springer London Ltd
Weight 1015
Dimensions 155 x 235 x 36
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