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Parámetros
- 120 páginas
- 5 horas de lectura
Más información sobre el libro
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.
Compra de libros
Theory of Agglomerative Hierarchical Clustering, Sadaaki Miyamoto
- Idioma
- Publicado en
- 2023
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- Idioma
- Inglés
- Autores
- Sadaaki Miyamoto
- Editorial
- Springer Nature Singapore
- Publicado en
- 2023
- Formato
- Tapa blanda
- Páginas
- 120
- ISBN13
- 9789811904226
- Serie
- Etiquetas
- No ficción, Comercio, Negocios & Gestión, Ciencia y Matemáticas, Matemáticas
- Descripción
- 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.