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Parametre
- 120 stránok
- 5 hodin čítania
Viac o knihe
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.
Nákup knihy
Theory of Agglomerative Hierarchical Clustering, Sadaaki Miyamoto
- Jazyk
- Rok vydania
- 2023
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Platobné metódy
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- Jazyk
- anglicky
- Autori
- Sadaaki Miyamoto
- Vydavateľ
- Springer Nature Singapore
- Rok vydania
- 2023
- Väzba
- mäkká
- Počet strán
- 120
- ISBN13
- 9789811904226
- Série
- Anotácia
- 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.