The Top Ten Algorithms in Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

Vipin Kumar, Xindong Wu

ISBN 10: 1420089641 / ISBN 13: 9781420089646

Edité par Chapman and Hall/CRC 2009-04-15, 2009

A propos de cet article

N° de réf. du vendeur 6666-TNFPD-9781420089646

Détails bibliographiques

• Titre: The Top Ten Algorithms in Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
• Éditeur: Chapman and Hall/CRC 2009-04-15
• Date de parution: 2009
• Langue: anglais
• ISBN à 10 chiffres: 1420089641
• ISBN à 13 chiffres: 9781420089646
• Reliure: Hardcover
• État de l'article: New

A propos de ce titre

Synopsis

Identifying some of the most influential algorithms that are widely used in the data mining community, this volume provides a description of each algorithm, discusses the impact of the algorithms, and reviews current and future research on the algorithms. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the algorithm or world-class researchers who have extensively studied the respective algorithm. The book concentrates on the following important algorithms: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART.

À propos de l?auteur

University of Vermont, Burlington, USA University of Minnesota, Minneapolis, USA