Ordinal And Relational Clustering (With Cd-rom)
Book Details
Format
Hardback or Cased Book
Book Series
Interdisciplinary Mathematical Sciences
ISBN-10
9814287202
ISBN-13
9789814287203
Publisher
World Scientific Publishing Co Pte Ltd
Imprint
World Scientific Publishing Co Pte Ltd
Country of Manufacture
SG
Country of Publication
GB
Publication Date
May 10th, 2010
Print length
200 Pages
Weight
590 grams
Dimensions
24.80 x 17.20 x 1.90 cms
Product Classification:
Probability & statistics
Ksh 9,350.00
Publisher Out of Stock
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Quality
Fast
Presents a mathematical treatment of cluster analysis. This work illustrates dissimilarities taking values in a poset, and notices the connection with formal concept analysis which is a powerful tool for investigating hidden structures in large data sets.
Most modern textbooks on cluster analysis are written from the standpoint of computer science, which give the background, description and implementation of computer algorithms. This book proclaims several firsts — the first to present a broad mathematical treatment of the subject, the first that illustrates dissimilarities taking values in a poset, and the first to notice the connection with formal concept analysis which is a powerful tool for investigating hidden structures in large data sets.This book presents the subject from a mathematical viewpoint with careful definitions. All clearly stated axioms are illustrated with concrete examples. New ideas are introduced informally first, and then in a careful, systematic manner. Much of the material has not previously appeared in the literature. It is to be hoped that the book holds promising directive to launch a new research area that is based on graph theory, as well as partially ordered sets. It also suggests the cluster algorithms that can be used for practical applications. The emphasis will be largely on ordinal data and ordinal cluster methods.
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