1st Edition

The Top Ten Algorithms in Data Mining

Edited By Xindong Wu, Vipin Kumar Copyright 2009

    Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is wri

    C4.5. K-Means. SVM: Support Vector Machines. A priori. EM. PageRank. AdaBoost. kNN: k-Nearest Neighbors. Naive Bayes. CART: Classification and Regression Trees. Index.

    Biography

    Xindong Wu, Vipin Kumar