This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. These top 10 algorithms are
A motif is a pair of non-overlapping sequences with very similar shapes in a time series. We study the online top- k most similar motif discovery problem. A special case of this problem corresponding to k = 1 was investigated in the literature by Mu
