TEXT CLASSIFICATION AND CLASSIFIERS: A SURVEY
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[1] Yiming Yang,et al. A Linear Least Squares Fit Mapping Method for Information Retrieval From Natural Language Texts , 1992, COLING.
[2] Sholom M. Weiss,et al. Automated learning of decision rules for text categorization , 1994, TOIS.
[3] Yiming Yang,et al. An example-based mapping method for text categorization and retrieval , 1994, TOIS.
[4] Michael J. Pazzani,et al. Searching for Dependencies in Bayesian Classifiers , 1995, AISTATS.
[5] Sholom M. Weiss,et al. Rule-based Machine Learning Methods for Functional Prediction , 1995, J. Artif. Intell. Res..
[6] Jorma Rissanen,et al. SLIQ: A Fast Scalable Classifier for Data Mining , 1996, EDBT.
[7] W. Bruce Croft,et al. Combining classifiers in text categorization , 1996, SIGIR '96.
[8] Hwee Tou Ng,et al. Feature selection, perceptron learning, and a usability case study for text categorization , 1997, SIGIR '97.
[9] Padmini Srinivasan,et al. Automatic Text Categorization Using Neural Networks , 1997 .
[10] Ido Dagan,et al. Mistake-Driven Learning in Text Categorization , 1997, EMNLP.
[11] Susan T. Dumais,et al. Inductive learning algorithms and representations for text categorization , 1998, CIKM '98.
[12] Andrew McCallum,et al. A comparison of event models for naive bayes text classification , 1998, AAAI 1998.
[13] Cornelis H. A. Koster,et al. Four text classification algorithms compared on a Dutch corpus , 1998, SIGIR '98.
[14] Thorsten Joachims,et al. Text Categorization with Support Vector Machines: Learning with Many Relevant Features , 1998, ECML.
[15] David D. Lewis,et al. Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval , 1998, ECML.
[16] Anil K. Jain,et al. Classification of text documents , 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).
[17] David E. Johnson,et al. Maximizing Text-Mining Performance , 1999 .
[18] Yiming Yang,et al. A re-examination of text categorization methods , 1999, SIGIR '99.
[19] George Karypis,et al. Centroid-Based Document Classification: Analysis and Experimental Results , 2000, PKDD.
[20] Jung-Hyun Lee,et al. Feature Selection Using Association Word Mining for Classification , 2001, DEXA.
[21] Tong Zhang,et al. A decision-tree-based symbolic rule induction system for text categorization , 2002, IBM Syst. J..
[22] Fabrizio Sebastiani,et al. Machine learning in automated text categorization , 2001, CSUR.
[23] Osmar R. Zaïane,et al. Text document categorization by term association , 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..
[24] Yaxin Bi,et al. KNN Model-Based Approach in Classification , 2003, OTM.
[25] Michael J. Pazzani,et al. Learning and Revising User Profiles: The Identification of Interesting Web Sites , 1997, Machine Learning.
[26] Yi Lin,et al. Support Vector Machines and the Bayes Rule in Classification , 2002, Data Mining and Knowledge Discovery.
[27] Worapoj Kreesuradej,et al. A new association rule-based text classifier algorithm , 2005, 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05).
[28] Amy J. C. Trappey,et al. Development of a patent document classification and search platform using a back-propagation network , 2006, Expert Syst. Appl..
[29] Hae-Chang Rim,et al. Some Effective Techniques for Naive Bayes Text Classification , 2006, IEEE Transactions on Knowledge and Data Engineering.
[30] Ajith Abraham,et al. Improving kNN Text Categorization by Removing Outliers from Training Set , 2006, CICLing.
[31] Behzad Moshiri,et al. Improve text classification accuracy based on classifier fusion methods , 2007, 2007 10th International Conference on Information Fusion.
[32] Anirban Dasgupta,et al. Feature selection methods for text classification , 2007, KDD '07.
[33] Shi Yong-feng,et al. Comparison of text categorization algorithms , 2004, Wuhan University Journal of Natural Sciences.
[34] Dino Isa,et al. Text Document Pre-Processing Using the Bayes Formula for Classification Based on the Vector Space Model , 2008, Comput. Inf. Sci..
[35] Songbo Tan,et al. An improved centroid classifier for text categorization , 2008, Expert Syst. Appl..
[36] Peerapon Vateekul,et al. Fast Induction of Multiple Decision Trees in Text Categorization from Large Scale, Imbalanced, and Multi-label Data , 2009, 2009 IEEE International Conference on Data Mining Workshops.
[37] Cheng Hua Li,et al. An efficient document classification model using an improved back propagation neural network and singular value decomposition , 2009, Expert Syst. Appl..
[38] Muhammed Miah. Improved k-NN Algorithm for Text Classification , 2009, DMIN.
[39] Yu-ping Qin,et al. Study on Multi-label Text Classification Based on SVM , 2009, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery.
[40] Chih-Hung Wu,et al. Behavior-based spam detection using a hybrid method of rule-based techniques and neural networks , 2009, Expert Syst. Appl..
[41] Houkuan Huang,et al. Feature selection for text classification with Naïve Bayes , 2009, Expert Syst. Appl..
[42] Chen Donghui,et al. A new text categorization method based on HMM and SVM , 2010, 2010 2nd International Conference on Computer Engineering and Technology.
[43] S. M. Kamruzzaman,et al. Text Categorization using Association Rule and Naive Bayes Classifier , 2010, ArXiv.
[44] D. S. Guru,et al. Representation and Classification of Text Documents: A Brief Review , 2010 .
[45] Khairullah Khan,et al. A Review of Machine Learning Algorithms for Text-Documents Classification , 2010 .
[46] K. A. Vidhya,et al. A Survey of Naïve Bayes Machine Learning approach in Text Document Classification , 2010, ArXiv.
[47] Yafei Wang,et al. A new feature selection algorithm in text categorization , 2010, 2010 International Symposium on Computer, Communication, Control and Automation (3CA).
[48] Fang Lu,et al. A refined weighted K-Nearest Neighbors algorithm for text categorization , 2010, 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering.