Machine Learning Modeling Data Locally and Globally /

• Main Authors: Huang, Kaizhu (Author), Yang, Haiqin (Author), King, Irwin (Author), Lyu, Michael (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Series: Advanced Topics in Science and Technology in China,
• Subjects: Computer science.; Data mining.; Information storage and retrieval.; Pattern recognition.; Computer Science.; Pattern Recognition.; Information Storage and Retrieval.; Data Mining and Knowledge Discovery.

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 learning."T...