Clustering Archives - Datanovia https://www.datanovia.com/en/fr/etiquette-produit/clustering-fr/ Exploration de Données et Statistiques pour l'Aide à la Décision Thu, 04 Jan 2024 13:13:10 +0000 fr-FR hourly 1 https://wordpress.org/?v=6.8.2 Practical Guide to Cluster Analysis in R https://www.datanovia.com/en/fr/produit/practical-guide-to-cluster-analysis-in-r/ https://www.datanovia.com/en/fr/produit/practical-guide-to-cluster-analysis-in-r/#comments Sat, 15 Sep 2018 17:44:36 +0000 https://www.datanovia.com/en/?post_type=product&p=7164 This book provides practical guide to cluster analysis, elegant visualization and interpretation. It covers 1) dissimilarity measures; 2) partitioning clustering methods (K-means, K-Medoids and CLARA algorithms); 3) hierarchical clustering method; 4) clustering validation and evaluation strategies; 5) advanced clustering methods, including: Hierarchical k-means clustering, Fuzzy clustering, Model-based clustering and Density-based clustering.

 

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