Incremental clustering methods and their applications on large data analysis

• 主要作者: Wang, Yangtao
• 其他作者: Chen Lihui
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2016
• 主題: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• 在線閱讀: http://hdl.handle.net/10356/66240
• 機構: 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...