A survey of text classification algorithms
作者： Charu C. Aggarwal , ChengXiang Zhai
DOI: 10.1007/978-1-4614-3223-4_6
关键词: Information retrieval 、 Computer science 、 Variety (cybernetics) 、 Medical diagnosis 、 Statistical classification 、 Text mining
摘要: … a survey of a wide variety of text classification algorithms. Keywords: Text Classification … which are used for feature selection in text classification. The most common feature selection …
core.ac.uk
springer.com
springerlink.com参考文章(135)
Yiming Yang, Christopher G. Chute, An example-based mapping method for text categorization and retrieval ACM Transactions on Information Systems. ,vol. 12, pp. 252- 277 ,(1994) , 10.1145/183422.183424
Yoav Freund, Robert E Schapire, A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting conference on learning theory. ,vol. 55, pp. 119- 139 ,(1997) , 10.1006/JCSS.1997.1504
Leah S. Larkey, W. Bruce Croft, Combining classifiers in text categorization international acm sigir conference on research and development in information retrieval. pp. 289- 297 ,(1996) , 10.1145/243199.243276
Jian Zhang, Yiming Yang, Robustness of regularized linear classification methods in text categorization international acm sigir conference on research and development in information retrieval. pp. 190- 197 ,(2003) , 10.1145/860435.860471
R. A. FISHER, THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS Annals of Human Genetics. ,vol. 7, pp. 179- 188 ,(1936) , 10.1111/J.1469-1809.1936.TB02137.X
William S. Cooper, Some inconsistencies and misidentified modeling assumptions in probabilistic information retrieval ACM Transactions on Information Systems. ,vol. 13, pp. 100- 111 ,(1995) , 10.1145/195705.195735
Yu-Hwan Kim, Shang-Yoon Hahn, Byoung-Tak Zhang, Text filtering by boosting naive Bayes classifiers international acm sigir conference on research and development in information retrieval. pp. 168- 175 ,(2000) , 10.1145/345508.345572
Yiming Yang, Xin Liu, A re-examination of text categorization methods international acm sigir conference on research and development in information retrieval. pp. 42- 49 ,(1999) , 10.1145/312624.312647
Noam Slonim, Nir Friedman, Naftali Tishby, Unsupervised document classification using sequential information maximization Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '02. pp. 129- 136 ,(2002) , 10.1145/564376.564401
Aynur Dayanik, David D. Lewis, David Madigan, Vladimir Menkov, Alexander Genkin, Constructing informative prior distributions from domain knowledge in text classification Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '06. pp. 493- 500 ,(2006) , 10.1145/1148170.1148255