The Top Ten Algorithms in Data Mining

230 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Themen: Wirtschaftswissenschaft, Finanzen, Betriebswirtschaft und Management Wirtschaftswissenschaft Ökonometrie und Wirtschaftsstatistik
• ISBN: 9781420089646
• Sprache: Englisch
• Erscheinungsdatum: 09.04.2009
• Größe: 240 x 161 mm
• Verlag: Chapman and Hall/CRC
• Herausgegeben von: Xindong Wu, Vipin Kumar