Efficient clustering algorithm for large datasets

• المؤلف الرئيسي: Chen, Fangying.
• مؤلفون آخرون: Chen Lihui
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2010
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/40791
• المؤسسة: 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...