论文信息 - Document-self expansion for text categorization

Document-self expansion for text categorization

Approaches to increase training examples to hopefully improve classification effectiveness are proposed in this work. The approaches were verified by use of two Chinese collections classified by two top-performing classifiers.

Yuen-Hsien Tseng | Da-Wei Juang

[1] Hwee Tou Ng,et al. Feature selection, perceptron learning, and a usability case study for text categorization , 1997, SIGIR '97.

[2] Yuen-Hsien Tseng,et al. Automatic thesaurus generation for Chinese documents , 2002, J. Assoc. Inf. Sci. Technol..

[3] T. Joachims. Support Vector Machines , 2002 .