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Viac informácií o knihe Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering

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Anotácia knihy

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.§

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics Combinatorics & graph theory

• Celý názov: Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
• Autor: Israël César Lerman
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 647
• EAN: 9781447167914
• ISBN: 1447167910
• ID: 02856760
• Nakladateľ: Springer London Ltd
• Hmotnosť: 1162 g
• Rozmery: 235 × 155 × 43 mm
• Dátum vydania: 24. March 2016

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