An adaptive density-based method for clustering evolving data streams / Amineh Amini

• Main Author: Amini, Amineh
• Format: Thesis
• Published: 2014
• Subjects: QA75 Electronic computers. Computer science; T Technology (General)
• Online Access: http://studentsrepo.um.edu.my/4684/1/Amineh_Amini_PhD_Thesis_20140914.pdf; http://studentsrepo.um.edu.my/4684/2/CD_Cover_Amineh.pdf; http://studentsrepo.um.edu.my/4684/

Density-based method has emerged as a worthwhile class for clustering data streams. It has the abilities to discover clusters of arbitrary shapes, handle noise, and cluster without prior knowledge of number of clusters. The characteristics of data stream includes infinite volume, dynamically changin...