@incollection{, 93CACD87AE0EC09C590FE1B8024EC493 , author={{VenkataRamana.A} and {Dr. E. KesavuluReddy} and {S.V.University,}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}1491934 } @incollection{b0, , title={{Text categorization}} , author={{ FSebastiani }} , booktitle={{Text Mining and its Applications}} , editor={ AlessandroZanasi } Southampton, UK , publisher={WIT Press} , year={2005} } @incollection{b1, , title={{A New Feature Selection Algorithm in Text Categorization}} , author={{ WeiZhao }} , journal={{Communication, Control and Automation}} , year={2010} , note={International Symposium on Computer} } @incollection{b2, , title={{A comparative study on feature selection in text categorization}} , author={{ YYang } and { JOPedersen }} , booktitle={{Proceedings of the 14th International Conference on Machine Learning}} the 14th International Conference on Machine Learning , year={1997} } @incollection{b3, , title={{An extensive empirical study of feature selection metrics for text classification}} , author={{ GForman }} , journal={{Journal of Machine Learning Research}} 3 , year={2003} } @incollection{b4, , title={{Machine Learning in Automated Text Categorization}} , author={{ FSebastiani }} , journal={{ACM Computing Surveys}} 34 1 , year={2002} } @book{b5, , title={{Combining rough and fuzzy sets for feature selection}} , author={{ RJensen }} , year={2005} , address={UK} University of Edinburgh , note={PhD Thesis} } @book{b6, , title={{Text Categorization: A Survey}} , author={{ LineKjerstiaas } and { Eikvil }} , year={June, 1999} , note={Report} } @incollection{b7, , title={{Supervised Term Weighting for Automated Text Categorization}} , author={{ FDebole } and { FSebastiani }} , booktitle={{Proceedings of SAC-03-18th ACM Symposium on Applied Computing}} SAC-03-18th ACM Symposium on Applied Computing , publisher={ACM Press} , year={2003} } @incollection{b8, , title={{A Study of Local and Global Thresholding Techniques in Text Categorization}} , author={{ NWanas } and { DASaid } and { NHHegazy } and { NMDarwish }} , booktitle={{Proc. Fifth Australasian Data Mining Conference}} Fifth Australasian Data Mining Conference , year={2006} } @incollection{b9, , title={{Word sequences as features in text learning}} , author={{ DMladenic } and { MGlobelnik }} , booktitle={{Proceedings of the 17th Electrotechnical and Computer Sci-ence Conference (ERK98)}} the 17th Electrotechnical and Computer Sci-ence Conference (ERK98)Ljubljana, Slovenia , year={1998} } @incollection{b10, , title={{A comparison of event models for naïve bayes text classification}} , author={{ AMccallum } and { KNigam }} TR WS-98-05 , booktitle={{AAAI/ICML-98 Workshop on Learning for Text Categorization}} , publisher={AAAI Press} , year={1998} } @incollection{b11, , title={{Filters, wrappers and a boosting-based hybrid for feature selection}} , author={{ SDas }} , booktitle={{International Conference on Machine Learning}} , year={2001} } @incollection{b12, , title={{Tests of a statistical explanation of the rank-frequency relation for words in written English}} , author={{ GeorgeAMiller } and { EdwinBNewman }} , journal={{American Journal of Psychology}} 71 , year={1958} } @incollection{b13, , title={{Selection of Relevant Features and Examples in Machine Learning}} , author={{ LBAvrim } and { Pat } and { L }} , journal={{Artificial Intelligence}} 97 , year={1997} } @incollection{b14, , title={{Toward optimal feature selection}} , author={{ DKoller } and { MSahami }} , booktitle={{International Conference on Machine Learning}} , year={1996} } @incollection{b15, , title={{Feature Selection for Unbalanced Class Distribution and Naïve Bayes}} , author={{ MarkoDunjamladenic } and { Grobelnik }} , booktitle={{Proceedings of the Sixteenth International Conference on Machine Learning (ICML)}} the Sixteenth International Conference on Machine Learning (ICML) , year={1999} } @incollection{b16, , title={{A Re-examination of Text Categorization Methods}} , author={{ YimingYang } and { XinLiu }} , booktitle={{Proceedings of the Twenty-Second International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)}} the Twenty-Second International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) , year={1999} } @incollection{b17, , title={{Training linear SVMs in linear time}} , author={{ TJoachims }} , booktitle={{Proc. of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}} of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , year={2006} } @incollection{b18, , title={{Special issue on variable and feature selection}} , author={{ IGuyon } and { EElisseef } and { A }} , journal={{J. of Machine Learning Research}} 3 , year={2003} } @incollection{b19, , title={{An Efficient Method for Automatic Text Categorization}} , author={{ MBNejad } and { IAttarzadeh } and { MHosseinzadeh }} , booktitle={{Introduction to Information Retrieval}} , editor={ .C DManning PRaghavan HSch¨utze } Cambridge , 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machine learning-based text categorization}} , author={{ CLee } and { GGLee }} , booktitle={{Information Processing and Management}} , year={2006} 42 } @incollection{b36, , title={{Induction of decision trees}} , author={{ JQuinlan }} , journal={{Machine Learning}} 1 1 , year={1986} } @incollection{b37, , title={{A pitfall and solution in multi-class feature selection for text classification}} , author={{ GForman }} , booktitle={{ICML '04: Proc. of the 21st Int'l Conf. on Machine learning}} , publisher={ACM Press} , year={2004} } @incollection{b38, , title={{Benchmarking Attribute Selection Techniques for Discrete Class Data Mining}} , author={{ MAHall } and { GHolmes }} , journal={{IEEE Transactions on Knowledge and Data Engineering}} 15 6 , year={2003} } @incollection{b39, , title={{Linear and order statistics combiners for pattern classification}} , author={{ KTumer } and { JGhosh }} , booktitle={{Combining Artificial Neural Networks}} , publisher={Springer Verlag} , year={1999} } @incollection{b40, , title={{TREC-2), National Institute of Standards and Technology Special Publication 500-215}} , author={{ EFox } and { JShaw }} , booktitle={{Proceedings of the 2nd Text Retrieval Conference}} the 2nd Text Retrieval Conference , year={1994} , note={Combination of multiple searches} } @incollection{b41, , title={{Method combination for document filtering}} , author={{ DHull } and { JPedersen } and { HSchutze }} , booktitle={{Proceedings of the 19th ACM SIGIR Conference on Researchand Development in Information Retrieval}} the 19th ACM SIGIR Conference on Researchand Development in Information Retrieval , year={1996} } @book{b42, , title={{Combining Feature Selectors for Text Classification}} , author={{ JSOlsson } and { DWOard }} , year={2006} } @book{b43, , title={{Feature Selection Methods for Text Classification}} , author={{ ADasgupta } and { PDrineas } and { BHarb }} , year={2007} , publisher={ACM} } @book{b44, , title={{Combining rough and fuzzy sets for feature selection}} , author={{ RJensen }} , year={2005} PhD thesis for University of Edinburgh UK. }