Science/Engineering Advances in Fuzzy Clustering and its Applications ( Re Upload ) (0470027606)

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Science/Engineering Advances in Fuzzy Clustering and its Applications ( Re Upload )

Posted on 2010-04-14

Name:	Science/Engineering Advances in Fuzzy Clustering and its Applications ( Re Upload )
ASIN/ISBN:	0470027606
Publisher:	Wiley
Publish Date:	2007-06-15
Pages:	Pages: 454
File size:	7 Mb
Publisher:	Wiley
Pages:	454
Publish Date:	2007-06-15
ISBN:	0470027606
File Type:	PDF
File Size:	7 MB

Science/Engineering Advances in Fuzzy Clustering and its Applications ( Re Upload )

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Advances in Fuzzy Clustering and its Applications

Fuzzy clustering is now a mature and vibrant area of research with highly innovative advanced applications. Encapsulating this through presenting a careful selection of research contributions, this book addresses timely and relevant concepts and methods, whilst identifying major challenges and recent developments in the area. Split into five clear sections, Fundamentals, Visualization, Algorithms and Computational Aspects, Real-Time and Dynamic Clustering, and Applications and Case Studies, the book covers a wealth of novel, original and fully updated material, and in particular offers:

* a focus on the algorithmic and computational augmentations of fuzzy clustering and its effectiveness in handling high dimensional problems, distributed problem solving and uncertainty management.

* presentations of the important and relevant phases of cluster design, including the role of information granules, fuzzy sets in the realization of human-centricity facet of data analysis, as well as system modelling

* demonstrations of how the results facilitate further detailed development of models, and enhance interpretation aspects

* a carefully organized illustrative series of applications and case studies in which fuzzy clustering plays a pivotal role

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