The Top Ten Algorithms in Data Mining

Xindong Wu

ISBN 10: 1420089641 / ISBN 13: 9781420089646

Verlag: Chapman And Hall/CRC, 2009

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - 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.

Bestandsnummer des Verkäufers 9781420089646

Bibliografische Details

• Titel: The Top Ten Algorithms in Data Mining
• Verlag: Chapman And Hall/CRC
• Veröffentlichungsdatum: 2009
• Sprache: Englisch
• ISBN-10: 1420089641
• ISBN-13: 9781420089646
• Bindung: Buch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

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.

Über die Autorin bzw. den Autor

Xindong Wu, Vipin Kumar