Kniha Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering Israel Cesar Lerman

Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer London Ltd
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
149.32
This book offers an original and broad exploration of the fundamental methods in Clustering and Comb...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2018
Stránok
647
EAN
9781447173922
ISBN
9781447173922
Enbook ID
19388834
Vydavateľ
Hmotnosť
1015
Rozmery
155 x 235 x 36

Kompletný popis

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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