Das Buch ist derzeit nicht auf Lager
Parameter
- 120 Seiten
- 5 Lesestunden
Mehr zum Buch
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.
Buchkauf
Theory of Agglomerative Hierarchical Clustering, Sadaaki Miyamoto
- Sprache
- Erscheinungsdatum
- 2023
- product-detail.submit-box.info.binding
- (Paperback)
Wir benachrichtigen dich per E-Mail.
Keiner hat bisher bewertet.
- Sprache
- Englisch
- Autor*innen
- Sadaaki Miyamoto
- Erscheinungsdatum
- 2023
- Einband
- Paperback
- Seitenzahl
- 120
- ISBN13
- 9789811904226
- Reihe
- Schlagwörter
- Sachbücher, Handel, Wirtschaft & Management, Wissenschaft & Mathematik, Mathematik
- Beschreibung
- 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.