Machine Learning: Modeling Data Locally and Globally

• Main Authors: Huang, Kaizhu, Yang, Haiqin, King, Irwin, Lyu, Michael
• Format: Book
• Language: English
• Published: Springer 2017
• Subjects: Computer Science; Modeling Data; Globally; 006.31
• Online Access: http://repository.vnu.edu.vn/handle/VNU_123/25646
• Institution: Vietnam National University, Hanoi

"Machine Learning - Modeling Data Locally and Globally" presents a novel and unified theory that tries to seamlessly integrate different algorithms. Specifically, the book distinguishes the inner nature of machine learning algorithms as either 'local learning' or 'global lea...