Applying GA-SVM for Optimizing Statistical and Semantic Features in Document Classification

Author:

Pandey Upasana1,Rani Geeta2,Dhaka Vijaypal Singh2

Affiliation:

1. Computer Sciences & Engineering, IMS Engineering College, Ghaziabad, India

2. Computer and Communication Engineering, Manipal University Jaipur, Jaipur, India

Publisher

ACM

Reference21 articles.

1. Upasana, S. Chakraverty . 2011 . A Review of Text Classification Approaches for E-mail Management , International Journal of Computer Theory and Engineering , Vol. 3 , No. 2, Pages 137--144. Upasana, S. Chakraverty. 2011. A Review of Text Classification Approaches for E-mail Management, International Journal of Computer Theory and Engineering, Vol.3, No. 2, Pages 137--144.

2. Giovanni Angelini , Marco Gori , Leonardo Rigutini , Franco Scarselli Marco Ernandes . 2007 . An Adaptive Context based algorithm for Term Weighting . In Proceeding of 20th International Joint Conference on Artifical intelligence , San Francisco, USA, 2748--2753. DOI: https://dl.acm.org/doi/10.5555/1625275.1625717 Giovanni Angelini, Marco Gori, Leonardo Rigutini, Franco Scarselli Marco Ernandes. 2007. An Adaptive Context based algorithm for Term Weighting. In Proceeding of 20th International Joint Conference on Artifical intelligence, San Francisco, USA, 2748--2753. DOI: https://dl.acm.org/doi/10.5555/1625275.1625717

3. Wen Zhang , Taketoshi Yoshida , and Xijin Tang . 2008 . TFIDF, LSI and Multi-word in Information Retrivel and Text Categorization . In Proceeding of IEEE International Conference on System, Man, Cybernetics (SMC 2008), 108--113. DOI.10.1.1.458.587 Wen Zhang, Taketoshi Yoshida, and Xijin Tang. 2008. TFIDF, LSI and Multi-word in Information Retrivel and Text Categorization. In Proceeding of IEEE International Conference on System, Man, Cybernetics (SMC 2008), 108--113. DOI.10.1.1.458.587

4. Jin Li and Wei Yi Liu Kun Yue . 2008 . An adaptive Markov Model for Text Categorization . In Proceeding of 3rd International Conference on Intelligent System and Knowledge Engineering, 802--807 . DOI: 10.1109/ISKE.2008.4731039 10.1109/ISKE.2008.4731039 Jin Li and Wei Yi Liu Kun Yue. 2008. An adaptive Markov Model for Text Categorization. In Proceeding of 3rd International Conference on Intelligent System and Knowledge Engineering, 802--807. DOI: 10.1109/ISKE.2008.4731039

5. A parallel approach to context-based term weighting

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