Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering

Name: Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
Brand: Springer London Ltd
SKU: 9781447167914
Price: 640.85 PLN
Availability: InStock

Autor: Israël César Lerman

Język:

Oprawa: Twarda

Wydawca: Springer London Ltd

Dostępność: Dostępna u dostawcy

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640.85 zł

This book§offers an original and broad exploration of the fundamental methods in Clustering§and Comb...

Informacje o książce

Autor

Israël César Lerman

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2016

strony

647

EAN

9781447167914

ISBN

1447167910

Enbook ID

02856760

Wydawca

Springer London Ltd

Waga

1162

Wymiary

155 x 235 x 43

Pełny opis

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 a 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 clustering's §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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