Machine Learning Modeling Data Locally and Globally /

• Κύριοι συγγραφείς: Huang, Kaizhu (Συγγραφέας), Yang, Haiqin (Συγγραφέας), King, Irwin (Συγγραφέας), Lyu, Michael (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Advanced Topics in Science and Technology in China,
• Θέματα: 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...