Incremental clustering methods and their applications on large data analysis

• Main Author: Wang, Yangtao
• Other Authors: Chen Lihui
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/66240
• Institution: Nanyang Technological University

Large data becomes prevalent nowadays because huge amounts of data can be collected easily every day. In this thesis, we propose three new incremental clustering approaches for large relational and multi-view data analysis based on fuzzy clustering and a ffinity propagation based clustering. In i...