Fuzzy Cluster Analysis: Methods for Classification, Data Analysis and Image Recognition

Fuzzy Cluster Analysis: Methods for Classification, Data Analysis and Image Recognition

Frank Höppner , Frank Klawonn , Rudolf Kruse
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Jul 9, 1999 · 英语 · 精装书 (304 页数)
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书籍详情

格式 精装书
页数 304
语言 英语
已发布 Jul 9, 1999
出版商 WILEY
ISBN-10 0471988642
ISBN-13 9780471988649

描述

This work introduces the intriguing field of fuzzy cluster analysis, offering insights into its diverse methods and applications. As the authors delve into the complexities of data classification and analysis, they outline how fuzzy sets can enhance the understanding of ambiguous or overlapping data points. Their approach bridges the gap between traditional clustering techniques and the nuanced realities of data in various disciplines.

Readers are invited to explore a range of applications, particularly in image recognition, where fuzzy methods can lead to improved outcomes in decision-making processes under uncertainty. The authors’ expertise provides a comprehensive foundation for both novices and seasoned practitioners interested in the evolving landscape of data analysis.

类型

科学与技术
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