Efficient clustering algorithm for large datasets

• Main Author: Chen, Fangying.
• Other Authors: Chen Lihui
• Format: Final Year Project
• Language: English
• Published: 2010
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/40791
• Institution: Nanyang Technological University

Clustering, in data mining, is useful for identifying interesting distributions and discovering groups in the underlying data. Traditional clustering algorithms either favor clusters with similar sizes and spherical shapes, or are very sensitive to outliers. These shortcomings are alleviated in a no...