Efficient clustering algorithm for large datasets

• 主要作者: Chen, Fangying.
• 其他作者: Chen Lihui
• 格式: Final Year Project
• 語言: English
• 出版: 2010
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• 在線閱讀: http://hdl.handle.net/10356/40791
• 機構: 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...