Data Clustering: Algorithms and Applications

Data Clustering: Algorithms and Applications

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2013 · 英語 · ハードカバー · 3 版
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説明

In the complex realm of data analysis, the significance of clustering cannot be overstated. This work delves into the intricate methodologies behind clustering algorithms, exploring their theoretical foundations and practical uses across various fields. With a comprehensive examination of the fragmentation that exists in research surrounding pattern recognition and databases, the authors bridge the gap, offering a cohesive understanding of how different methods can be effectively applied to extract meaningful patterns from vast data sets.

Charu C. Aggarwal and Chandan K. Reddy bring their extensive expertise to the forefront, guiding readers through a spectrum of clustering techniques. From classical approaches to cutting-edge advancements, the book serves as both an informative guide and a practical resource. By weaving together the complexities of the clustering challenge with real-world applications, it equips researchers and practitioners alike with the knowledge necessary to navigate and leverage the world of data clustering.

本の詳細

形式 ハードカバー
ページ数 652ページ
言語 英語
公開されました 8月 21, 2013
出版社 Chapman and Hall/CRC
ISBN-10 1466558210
ISBN-13 9781466558212
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