Knowledge Transfer Via Multiple Model Local Structure Mapping

• Main Authors: GAO, Jing, FAN, Wei, JIANG, Jing, HAN, Jiawei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2008
• Subjects: Algorithms; Classification accuracies; Learning methods; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/307; https://ink.library.smu.edu.sg/context/sis_research/article/1306/viewcontent/p283_gao.pdf
• Institution: Singapore Management University

The effectiveness of knowledge transfer using classification algorithms depends on the difference between the distribution that generates the training examples and the one from which test examples are to be drawn. The task can be especially difficult when the training examples are from one or severa...