A Comparison of Text Classification Methods k-NN, Naïve Bayes, and Support Vector Machine for News Classification
暂无分享,去创建一个
[1] Thorsten Joachims,et al. Text Categorization with Support Vector Machines: Learning with Many Relevant Features , 1998, ECML.
[2] M. E. Maron,et al. On Relevance, Probabilistic Indexing and Information Retrieval , 1960, JACM.
[3] David D. Lewis,et al. Representation and Learning in Information Retrieval , 1991 .
[4] Andrew McCallum,et al. A comparison of event models for naive bayes text classification , 1998, AAAI 1998.
[5] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[6] Songbo Tan,et al. An effective refinement strategy for KNN text classifier , 2006, Expert Syst. Appl..
[7] David R. Karger,et al. Tackling the Poor Assumptions of Naive Bayes Text Classifiers , 2003, ICML.
[8] Zhi-Hua Zhou,et al. A k-nearest neighbor based algorithm for multi-label classification , 2005, 2005 IEEE International Conference on Granular Computing.
[9] Shixiong Xia,et al. An Improved KNN Text Classification Algorithm Based on Clustering , 2009, J. Comput..
[10] Muhammad Rafi,et al. Comparing SVM and naïve Bayes classifiers for text categorization with Wikitology as knowledge enrichment , 2011, 2011 IEEE 14th International Multitopic Conference.
[11] Hans Peter Luhn,et al. A Statistical Approach to Mechanized Encoding and Searching of Literary Information , 1957, IBM J. Res. Dev..
[12] Xu Xin,et al. Advances in Machine Learning Based Text Categorization , 2006 .
[13] Ali Selamat,et al. Web news classification using neural networks based on PCA , 2002, Proceedings of the 41st SICE Annual Conference. SICE 2002..
[14] Rong Jin,et al. Understanding bag-of-words model: a statistical framework , 2010, Int. J. Mach. Learn. Cybern..
[15] Peter E. Hart,et al. Nearest neighbor pattern classification , 1967, IEEE Trans. Inf. Theory.
[16] D.M. Mount,et al. An Efficient k-Means Clustering Algorithm: Analysis and Implementation , 2002, IEEE Trans. Pattern Anal. Mach. Intell..