Unsupervised data clustering for energy efficiency monitoring and analysis

• Main Author: Fu, Rong
• Other Authors: Li Xiang
• Format: Final Year Project
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/62693
• Institution: 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...