Name: Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering (en Inglés)
Price: 636869.00 COP
Availability: InStock
Author: Lerman, Israël César
ISBN: 9781447173922

portada Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering (en Inglés)

Formato

Libro Físico

Autor

Israël César Lerman

Editorial

Springer

Idioma

Inglés

N° páginas

647

Encuadernación

Tapa Blanda

Dimensiones

23.4 x 15.6 x 3.4 cm

Peso

0.93 kg.

ISBN13

9781447173922

Categorías

Combinatoria y teoría de grafos
Software de matemáticas y estadísticas
Data mining: minería de datos

Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering (en Inglés)

Israël César Lerman (Autor) · Springer · Tapa Blanda

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Reseña del libro "Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering (en Inglés)"

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 attributesClustering 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.