Unsupervised data clustering for energy efficiency monitoring and analysis

• 主要作者: Fu, Rong
• 其他作者: Li Xiang
• 格式: Final Year Project
• 語言: English
• 出版: 2015
• 主題: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• 在線閱讀: http://hdl.handle.net/10356/62693
• 機構: Nanyang Technological University

For the first half of the Final Year Project, the main research focus is to improve K-Means clustering, to make the K-Means algorithms stable, efficient and auto-determine number of K. Under this research, I build a program that combines density-based clustering techniques with K-Means clustering, e...