Transductive support vector machines based on incremental learning: Transductive support vector machines based on incremental learning

作者: Jian-peng XIAO

DOI: 10.3724/SP.J.1087.2008.01642

关键词: Relevance vector machineIncremental learningArtificial intelligenceComputer scienceMachine learningSemi-supervised learningPattern recognitionTransduction (machine learning)Support vector machineComputational learning theory

摘要:

参考文章(2)
Ye Wang, Shang-Teng Huang, Training TSVM with the proper number of positive samples Pattern Recognition Letters. ,vol. 26, pp. 2187- 2194 ,(2005) , 10.1016/J.PATREC.2005.03.034
J. Ratsaby, Incremental learning with sample queries IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 20, pp. 883- 888 ,(1998) , 10.1109/34.709619