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Recent theoretical advancements in agglomerative hierarchical clustering challenge the notion that its methodology is fully developed. The book presents a general algorithm that enhances traditional linkage methods, utilizing a recursive subprogram to create abstract tree structures for complex data sets. It proves a fundamental theorem for single linkage via fuzzy graphs and explores dendrogram reversals. Additionally, it introduces new methods using positive-definite kernels, making the theoretical insights applicable for users in practical scenarios.
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Theory of Agglomerative Hierarchical Clustering, Sadaaki Miyamoto
- Language
- Released
- 2023
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- (Paperback)
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- Language
- English
- Authors
- Sadaaki Miyamoto
- Publisher
- Springer Nature Singapore
- Released
- 2023
- Format
- Paperback
- Pages
- 120
- ISBN13
- 9789811904226
- Series
- Description
- Recent theoretical advancements in agglomerative hierarchical clustering challenge the notion that its methodology is fully developed. The book presents a general algorithm that enhances traditional linkage methods, utilizing a recursive subprogram to create abstract tree structures for complex data sets. It proves a fundamental theorem for single linkage via fuzzy graphs and explores dendrogram reversals. Additionally, it introduces new methods using positive-definite kernels, making the theoretical insights applicable for users in practical scenarios.