Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering

Advanced Information and Knowledge Processing

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.

… weiterlesen

Beschreibung

Produktdetails


Format PDF i
Kopierschutz kopiergeschützt
Erscheinungsdatum 24.03.2016
Serie Advanced Information and Knowledge Processing
Sprache Englisch
EAN 9781447167938
Verlag Springer London
eBook
166,59
inkl. gesetzl. MwSt.
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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering - Israël César Lerman

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von Israël César Lerman

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