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A Heuristic Approach to Possibilistic Clustering: Algorithms and Applications (Paperback, 2013 ed.) Loot Price: R3,510
Discovery Miles 35 100
A Heuristic Approach to Possibilistic Clustering: Algorithms and Applications (Paperback, 2013 ed.): Dmitri A. Viattchenin

A Heuristic Approach to Possibilistic Clustering: Algorithms and Applications (Paperback, 2013 ed.)

Dmitri A. Viattchenin

Series: Studies in Fuzziness and Soft Computing, 297

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Loot Price R3,510 Discovery Miles 35 100 | Repayment Terms: R329 pm x 12*

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The present book outlines a new approach to possibilistic clustering in which the sought clustering structure of the set of objects is based directly on the formal definition of fuzzy cluster and the possibilistic memberships are determined directly from the values of the pairwise similarity of objects. The proposed approach can be used for solving different classification problems. Here, some techniques that might be useful at this purpose are outlined, including a methodology for constructing a set of labeled objects for a semi-supervised clustering algorithm, a methodology for reducing analyzed attribute space dimensionality and a methods for asymmetric data processing. Moreover, a technique for constructing a subset of the most appropriate alternatives for a set of weak fuzzy preference relations, which are defined on a universe of alternatives, is described in detail, and a method for rapidly prototyping the Mamdani's fuzzy inference systems is introduced. This book addresses engineers, scientists, professors, students and post-graduate students, who are interested in and work with fuzzy clustering and its applications

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Studies in Fuzziness and Soft Computing, 297
Release date: May 2015
First published: 2013
Authors: Dmitri A. Viattchenin
Dimensions: 235 x 155 x 13mm (L x W x T)
Format: Paperback
Pages: 227
Edition: 2013 ed.
ISBN-13: 978-3-642-44301-5
Categories: Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > General
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LSN: 3-642-44301-X
Barcode: 9783642443015

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