Fuzzy Sets & their Application to Clustering & Training

Fuzzy Sets & their Application to Clustering & Training
Author :
Publisher : CRC Press
Total Pages : 672
Release :
ISBN-10 : 0849305896
ISBN-13 : 9780849305894
Rating : 4/5 (894 Downloads)

Book Synopsis Fuzzy Sets & their Application to Clustering & Training by : Beatrice Lazzerini

Download or read book Fuzzy Sets & their Application to Clustering & Training written by Beatrice Lazzerini and published by CRC Press. This book was released on 2000-03-24 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy set theory - and its underlying fuzzy logic - represents one of the most significant scientific and cultural paradigms to emerge in the last half-century. Its theoretical and technological promise is vast, and we are only beginning to experience its potential. Clustering is the first and most basic application of fuzzy set theory, but forms the basis of many, more sophisticated, intelligent computational models, particularly in pattern recognition, data mining, adaptive and hierarchical clustering, and classifier design. Fuzzy Sets and their Application to Clustering and Training offers a comprehensive introduction to fuzzy set theory, focusing on the concepts and results needed for training and clustering applications. It provides a unified mathematical framework for fuzzy classification and clustering, a methodology for developing training and classification methods, and a general method for obtaining a variety of fuzzy clustering algorithms. The authors - top experts from around the world - combine their talents to lay a solid foundation for applications of this powerful tool, from the basic concepts and mathematics through the study of various algorithms, to validity functionals and hierarchical clustering. The result is Fuzzy Sets and their Application to Clustering and Training - an outstanding initiation into the world of fuzzy learning classifiers and fuzzy clustering.


Fuzzy Sets & their Application to Clustering & Training Related Books

Fuzzy Sets & their Application to Clustering & Training
Language: en
Pages: 672
Authors: Beatrice Lazzerini
Categories: Computers
Type: BOOK - Published: 2000-03-24 - Publisher: CRC Press

DOWNLOAD EBOOK

Fuzzy set theory - and its underlying fuzzy logic - represents one of the most significant scientific and cultural paradigms to emerge in the last half-century.
Fuzzy Sets, Rough Sets, Multisets and Clustering
Language: en
Pages: 336
Authors: Vicenç Torra
Categories: Technology & Engineering
Type: BOOK - Published: 2017-01-13 - Publisher: Springer

DOWNLOAD EBOOK

This book is dedicated to Prof. Sadaaki Miyamoto and presents cutting-edge papers in some of the areas in which he contributed. Bringing together contributions
Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Language: en
Pages: 598
Authors: Aijun An
Categories: Computers
Type: BOOK - Published: 2007-04-27 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book constitutes the refereed proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2007
Handbook of Cluster Analysis
Language: en
Pages: 753
Authors: Christian Hennig
Categories: Business & Economics
Type: BOOK - Published: 2015-12-16 - Publisher: CRC Press

DOWNLOAD EBOOK

Handbook of Cluster Analysis provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguishe
Algorithms for Fuzzy Clustering
Language: en
Pages: 253
Authors: Sadaaki Miyamoto
Categories: Computers
Type: BOOK - Published: 2008-04-10 - Publisher: Springer

DOWNLOAD EBOOK

Recently many researchers are working on cluster analysis as a main tool for exploratory data analysis and data mining. A notable feature is that specialists in