Incremental clustering methods and their applications on large data analysis

• المؤلف الرئيسي: Wang, Yangtao
• مؤلفون آخرون: Chen Lihui
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2016
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/66240

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...