DataStreams Clustering Algorithm Based on Density and Sliding Window
Yan Ma · 2011
Summarizing the advantages and disadvantages of the current main datastreams clustering algorithms,this paper presented a new datastreams clustering algorithm——DsStream.The algorithm uses the Double-layer clustering framework,makes use of sliding window technology,clusters the datastreams dynamically based on the density.This algorithm can mine the datastreams with arbitrary shape and grasp distribution of datastreams dynamically.