Two-view Transductive Support Vector Machines

• Main Authors: LI, Guangxia, HOI, Steven C. H., CHANG, Kuiyu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Computer Sciences; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/2360; https://ink.library.smu.edu.sg/context/sis_research/article/3360/viewcontent/Two_view_Transductive_2010.pdf
• Institution: Singapore Management University

Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications, especially for Internet classification tasks like review spam detection, which changes at a very brisk pace. For some problems, there may exist multiple perspectives, so called views...