@incollection{, 357618BD25384D2C6AB7337BD024AC3B , author={{Durga BhavaniDasari} and {Dr. Venu Gopala Rao.K} and {Jawaharlal nehru university - Hyderabad}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}12113746 } @incollection{b0, , title={{Combining Multiple kNN Classifiers for Text Categorization by Reducts}} , author={{ YBao } and { NIshii }} , journal={{LNCS}} 2534 , year={2002} } @incollection{b1, , title={{Combining Multiple Classifiers Using Dempster's Rule of Combination for Text Categorization}} , author={{ YBi } and { DBell } and { HWang } and { GGuo } and { KGreer }} , journal={{MDAI}} , year={2004} } @incollection{b2, , title={{Interaction of Feature Selection Methods and Linear Classification Models}} , author={{ JBrank } and { MGrobelnik } and { NMilic-Frayling } and { DMladenic }} , booktitle={{Proc. of the 19th International Conference on Machine Learning}} of the 19th International Conference on Machine LearningAustralia , year={2002} } @incollection{b3, , title={{An Empirical Comparison of Text Categorization Methods}} , author={{ AnaCardoso-Cachopo } and { ArlindoLOliveira }} , booktitle={{Lecture Notes in Computer Science}} 2857 , year={Jan 2003} } @incollection{b4, , title={{SMOTE: Synthetic Minority Over-sampling Technique}} , author={{ NVChawla } and { KWBowyer } and { LOHall } and { WPKegelmeyer }} , journal={{Journal of AI Research}} , year={16 2002} } @incollection{b5, , title={{An Experimental Study of Feature Selection Metrics for Text Categorization}} , author={{ GForman }} , journal={{Journal of Machine Learning Research}} , year={3 2003} } @incollection{b6, , title={{Integrating Feature and Instance Selection for Text Classification}} , author={{ DFragoudis } and { DMeretakis } and { SLikothanassis }} , booktitle={{SIGKDD '02}} Edmonton, Alberta, Canada , year={July 23-26, 2002} } @book{b7, , title={{Pruning Training Corpus to Speedup Text Classification}} , author={{ JGuan } and { SZhou }} , year={2002} } @incollection{b8, , title={{A decision-tree-based symbolic rule induction system for text categorization}} , author={{ DEJohnson } and { FJOles } and { TZhang } and { TGoetz }} , journal={{IBM Systems Journal}} , year={September 2002} } @incollection{b9, , title={{Accuracy Improvement of Automatic Text Classification Based on Feature Transformation and Multi-classifier Combination}} , author={{ XHan } and { GZu } and { WOhyama } and { TWakabayashi } and { FKimura }} , journal={{LNCS}} 3309 , year={Jan 2004} } @incollection{b10, , title={{Text categorization based on Concept indexing and principal component analysis}} , author={{ HKe } and { MShaoping }} , booktitle={{Proc. TENCON 2002 Conference on Computers}} TENCON 2002 Conference on Computers , year={2002} } @incollection{b11, , title={{A Comparison of Word-and Sense-Based Text Categorization Using Several Classification Algorithms}} , author={{ AKehagias } and { VPetridis } and { VKaburlasos } and { PFragkou }} , journal={{JIIS}} 21 , year={2003} } @incollection{b12, , title={{Automatic detection of text genre}} , author={{ BKessler } and { GNunberg } and { HSchutze }} , booktitle={{Proceedings of the Thirty-Fifth ACL and EACL}} the Thirty-Fifth ACL and EACL , year={1997} } @book{b13, , title={{Effective Methods for Improving Naive Bayes Text Classifiers}} , author={{ SBKim } and { HCRim } and { DSYook } and { HSLim }} LNAI 2417 , year={2002} } @incollection{b14, , title={{Very Large Bayesian Networks in Text Classification}} , author={{ MKlopotek } and { MWoch }} , booktitle={{ICCS 2003, LNCS 2657}} , year={2003} } @incollection{b15, , title={{Text Categorization with Support Vector Machines. How to Represent Texts in Input Space?}} , author={{ Edda&Leopold } and { JörgKindermann }} , journal={{Machine Learning}} 46 , year={2002} } @incollection{b16, , title={{RCV1: A New Benchmark Collection for Text Categorization Research}} , author={{ DLewis } and { YYang } and { TRose } and { FLi }} , journal={{Journal of Machine Learning Research}} 5 , year={2004} } @incollection{b17, , title={{Improving kNN Based Text Classification with Well Estimated Parameters}} , author={{ HeuiLim }} , journal={{LNCS}} 3316 , year={Oct 2004} } @incollection{b18, , title={{Pruning the Vocabulary for Better Context Recognition}} , author={{ REMadsen } and { SSigurdsson } and { LKHansen } and { JLansen }} , booktitle={{7th International Conference on Pattern Recognition}} , year={2004} } @incollection{b19, , title={{A Wrapper Approach with Support Vector Machines for Text Categorization}} , author={{ EMontanes } and { JRQuevedo } and { IDiaz }} , journal={{LNCS}} 2686 , year={2003} } @incollection{b20, , title={{Discretizing Continuous Attributes in AdaBoost for Text Categorization}} , author={{ PNardiello } and { FSebastiani } and { ASperduti }} , journal={{LNCS}} 2633 , year={Jan 2003} } @incollection{b21, , title={{Feature Selection Using Improved Mutual Information for Text Classification}} , author={{ JNovovicova } and { AMalik } and { PudilP }} , booktitle={{SSPR&SPR 2004}} , year={2004} 3138 } @incollection{b22, , title={{A Study of Semidiscrete Matrix Decomposition for LSI in Automated Text Categorization}} , author={{ WQiang } and { WXiaolong } and { GYi }} , journal={{LNCS}} 3248 , year={Jan 2005} } @incollection{b23, , title={{Techniques for Improving the Performance of Naive Bayes for Text Classification}} , author={{ KSchneider }} , journal={{LNCS}} 3406 , year={2005} } @incollection{b24, , title={{Machine Learning in Automated Text Categorization}} , author={{ FSebastiani }} , journal={{ACM Computing Surveys}} 34 1 , year={2002} } @book{b25, , title={{Improving SVM Text Classification Performance through Threshold Adjustment, LNAI 2837}} , author={{ JShanahan } and { NRoma }} , year={2003} } @book{b26, , title={{Feature Selection Strategies for Text Categorization}} , author={{ PSoucy } and { GMineau }} , year={2003, LNAI 2671, 2003} , address={AI} } @incollection{b27, , title={{Feature Selection Algorithms to Improve Documents Classification Performance}} , author={{ PSousa } and { JPPimentao } and { BRSantos } and { FMoura-Pires }} , booktitle={{LNAI 2663}} , year={2003} } @incollection{b28, , title={{Learning Neural Network Ensemble for Practical Text Classification}} , author={{ Sung-BaeCho } and { Jee-HaengLee }} , booktitle={{Lecture Notes in Computer Science}} 2690 , year={Aug 2003} } @incollection{b29, , title={{Discriminative Features for Text Document Classification}} , author={{ KTorkkola }} , booktitle={{Proc. International Conference on Pattern Recognition}} International Conference on Pattern Recognition , year={2002} } @incollection{b30, , title={{Noisy Text Categorization, Pattern Recognition}} , author={{ AVinciarelli }} , booktitle={{17th International Conference on (ICPR'04)}} , year={2004} } @incollection{b31, , title={{A scalability analysis of classifiers in text categorization}} , author={{ YYang } and { JZhang } and { BKisiel }} , booktitle={{ACM SIGIR'03}} , year={2003} } @incollection{b32, , title={{An evaluation of statistical approaches to text categorization}} , author={{ YYang }} , journal={{Journal of Information Retrieval}} 1 1/2 , year={1999} } @incollection{b33, , author={{ ZhenyaZhang } and { ShuguangZhang } and { EnhongChen } and { XufaWang } and { HongmeiCheng }} , booktitle={{TextCC: New Feed Forward Neural Network for Classifying Documents Instantly}} , booktitle={{Lecture Notes in Computer Science}} , year={Jan 2005} 3497 } @incollection{b34, , title={{Evaluation and Construction of Training Corpuses for Text Classification: A Preliminary Study}} , author={{ ShuigengZhou } and { JihongGuan }} , booktitle={{Lecture Notes in Computer Science}} 2553 , year={Jan 2002} } @incollection{b35, , title={{Parallel Text Categorization for Multi-dimensional Data}} , author={{ ThanarukVerayuth Lertnattee } and { Theeramunkong }} , booktitle={{Lecture Notes in Computer Science}} 3320 , year={Jan 2004} } @incollection{b36, , title={{A Study of Semi-discrete Matrix Decomposition for LSI in Automated Text Categorization}} , author={{ WangQiang } and { WangXiaolong } and { GuanYi }} , booktitle={{Lecture Notes in Computer Science}} 3248 , year={Jan 2005} } @incollection{b37, , title={{Accuracy improvement of automatic text classification based on feature transformation}} , author={{ GZu } and { WOhyama } and { TWakabayashi } and { FKimura }} , booktitle={{Proc: the 2003 ACM Symposium on Document Engineering}} the 2003 ACM Symposium on Document Engineering , year={November 20-22, 2003} } @incollection{b38, , title={{Mining online text}} , author={{ KKnight }} , journal={{Commun. ACM}} 42 , year={1999} } @incollection{b39, , title={{Information Extraction}} , author={{ MTPazienza }} , booktitle={{Lecture Notes in Computer Science}} 1299 , year={1997} } @incollection{b40, , title={{Little words can make a big difference for text classification}} , author={{ HeidelbergSpringer } and { GermanyRiloff E }} , booktitle={{Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval}} SIGIR-95, 18th ACM International Conference on Research and Development in Information RetrievalSeattle, WA , year={1995. 1995} } @incollection{b41, , title={{Automatic document classification}} , author={{ HBorko } and { MBernick }} , journal={{J. Assoc. Comput. Mach}} 10 , year={1963} } @incollection{b42, , title={{Text classification with selforganizing maps: Some lessons learned}} , author={{ DMerkl }} , journal={{Neurocomputing}} 21 3 , year={1998} } @book{b43, , title={{Foundations of Statistical Natural Language Processing}} , author={{ CManning } and { HSch¨utze }} , year={1999} , publisher={MIT Press} , address={Cambridge, MA} } @incollection{b44, , title={{A Machine Learning Approach for Identifying Disease-Treatment Relations in Short Texts}} , author={{ OFrunza } and { DInkpen } and { TTran }} doi: 10. 1109/TKDE. 2010. 152 , journal={{IEEE Transactions on}} 23 6 , year={June 2011} , note={Knowledge and Data Engineering} } @incollection{b45, , title={{A New Text Categorization Technique Using Distributional Clustering and Learning Logic}} , author={{ HAl-Mubaid } and { SAUmair }} doi: 10. 1109/TKDE. 2006. 135 , journal={{IEEE Transactions on}} 18 9 , year={Sept. 2006} , note={Knowledge and Data Engineering} } @incollection{b46, , title={{Blocking reduction strategies in hierarchical text classification}} , author={{ ASun } and { E. -PLim } and { W. -KNg } and { JSrivastava }} doi: 10. 1109/TKDE. 2004. 50 , journal={{IEEE Transactions on}} 16 10 , year={Oct. 2004} , note={Knowledge and Data Engineering} } @incollection{b47, , title={{Combining Subclassifiers in Text Categorization: A DST-Based Solution and a Case Study}} , author={{ KSarinnapakorn } and { MKubat }} doi: 10. 1109/TKDE. 2007. 190663 , journal={{IEEE Transactions on}} 19 12 , year={Dec. 2007} , note={Knowledge and Data Engineering} } @incollection{b48, , title={{On combining classifier mass functions for text categorization}} , author={{ DABell } and { JWGuan } and { YBi }} doi: 10. 1109/TKDE. 2005. 167 , journal={{IEEE Transactions on}} 17 10 , year={Oct. 2005} , note={Knowledge and Data Engineering} } @incollection{b49, , title={{Exploring Text Mining from Medline}} , author={{ PSrinivasan } and { TRindflesch }} , journal={{Proc. Am. Medical Informatics Assoc. (AMIA) Symp}} , year={2002} } @incollection{b50, , title={{Learning to Find Context-Based Spelling Errors}} , author={{ HAl-Mubaid } and { KTruemper }} , journal={{Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques}} , year={2006} } @incollection{b51, , title={{A Minsat Approach for Learning in Logic Domains}} , author={{ GFelici } and { KTruemper }} , journal={{Informs J. Computing}} 14 1 , year={2002} } @incollection{b52, , title={{Distributional Clustering of Words for Text Classification}} , author={{ LDBaker } and { AKMccallum }} , booktitle={{Proc. Ann. Int'l ACM SIGIR Conf. Research and Development in Information Retrieval}} Ann. Int'l ACM SIGIR Conf. Research and Development in Information Retrieval , year={1998} } @incollection{b53, , title={{Distribu¬tional Word Clusters vs Words for Text Categorization}} , author={{ RBekkerman } and { REl-Yaniv } and { NTishby } and { YWinter }} , journal={{J. Machine Learning Research}} 3 , year={2003} } @incollection{b54, , title={{A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification}} , author={{ IDhillon } and { SMallela } and { RKumar }} , journal={{J. Machine Learning Research}} 3 , year={2003} } @incollection{b55, , title={{Distributional Clustering of English Words}} , author={{ FPereira } and { NTishby } and { LLee }} , booktitle={{Proc. 31st Ann. Meeting of the ACL}} 31st Ann. Meeting of the ACL , year={1993} } @incollection{b56, , title={{The Power of Word Clusters for Text Classification}} , author={{ NSlonim } and { NTishby }} , booktitle={{Proc. 23rd}} 23rd } @incollection{b57, , title={{}} ECIR-01 , journal={{European Colloquium on Information Retrieval Research}} , year={2001} } @incollection{b58, , title={{Hierarchical Classification of Web Content}} , author={{ STDumais } and { HChen }} , booktitle={{Proc. ACM SIGIR '00}} ACM SIGIR '00 , year={July 2000} } @incollection{b59, , title={{Hierarchical Text Classification and Evaluation}} , author={{ ASun } and { E. -PLim }} , booktitle={{Proc. IEEE Int'l Conf. Data Mining (ICDM '01)}} IEEE Int'l Conf. Data Mining (ICDM '01) , year={Nov. 2001} }