Title

Title
Bienvenue sur Biblio-Sciences, site communautaire principalement destiné aux étudiants, élèves et à toute autre personne désirant trouver des documents numériques dans un but académique, ludique ou autre. Explorez Biblio-Sciences où chaque livre est une aventure scientifique qui commence. La connaissance n'attend que vous !

Search

Rechercher des livres par catégories

togglesFiltrer

Clustering for Data Mining: A Data Recovery Approach

PDF
Author(s):Boris Mirkin
Collection:
Publisher:Chapman & Hall
Year:2005
Langue: English
Pages: 249 pages
Size:3.88 MB
Extension:PDF


[tab] [content title="Summary"] Often regarded as more of an art than a science, clustering has traditionally relied on example-driven learning and trial-and-error techniques. Even well-known methods like K-Means for partitioning and Ward's method for hierarchical clustering have not received the theoretical scrutiny needed to establish clear connections between them and provide meaningful interpretation aids. **Clustering for Data Mining: A Data Recovery Approach** shifts away from these ad hoc techniques by presenting a theory that bridges gaps in both K-Means and Ward methods, extending their applicability to contemporary topics such as clustering mixed-scale data and handling incomplete clustering. The author introduces innovative methods for cluster detection and description, discusses related areas such as principal component analysis, contingency measures, and data visualization, and includes nearly 60 computational examples that cover all stages of clustering—from data preprocessing to cluster validation and result interpretation. With a focus on data recovery methods, theory-based guidance, and practical instructions for real-world data mining, this book is well-suited for a variety of purposes: teaching, self-study, and professional reference. [/content] [content title="Content"] [/content] [content title="Author(s)"] [/content] [/tab]


[facebook src="bibliosciencesorg"/]


Key-Words: Télécharger Clustering for Data Mining: A Data Recovery Approach EBOOK PDF EPUB DJVU . Download Clustering for Data Mining: A Data Recovery Approach EBOOK PDF EPUB DJVU .

Page précédente Accueil Page suivante

Post Share Buttons

LITTERATURE ET LANGUES

Les plus populaires Voir la suite