Application of K-means Algorithm in the Decision Making System
ZHU Lizhi
Abstract：Nowadays ,clustering algorithms have already applied in data mining and information security .In fact ,in the era of large data ,in order to identify known or unknown data will need to be calculated and realized through data clustering algorithm .Data clustering algorithm is a kind of intelligent algorithm ,which can make the machine identify the known and unknown data through self study .The current data clustering algorithm ,clustering algorithm based on clustering ,hierarchi‐cal clustering algorithm and other clustering algorithm .However ,the classical algorithm of clustering algorithm is still based on the distance based clustering algorithm ,such as K‐means algorithm .So the author of this paper after consulting some a‐bout distance clustering algorithm proposes the rough set decision system in the K‐means algorithm for the first application , which is the innovation of this paper .
Keywords：clusteringK-means algorithmdecision system Class Number TP301
Publication Date：2015-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：4( 2120-2122,2126 )