Text Categorization with Support Vector Machines: Learning with Many Relevant Features
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[1] J. J. Rocchio,et al. Relevance feedback in information retrieval , 1971 .
[2] Gerard Salton,et al. The SMART Retrieval System—Experiments in Automatic Document Processing , 1971 .
[3] Gerard Salton,et al. Term-Weighting Approaches in Automatic Text Retrieval , 1988, Inf. Process. Manag..
[4] Vijay V. Raghavan,et al. A critical investigation of recall and precision as measures of retrieval system performance , 1989, TOIS.
[5] Philip J. Hayes,et al. CONSTRUE/TIS: A System for Content-Based Indexing of a Database of News Stories , 1990, IAAI.
[6] Evon M. O. Abu-Taieh,et al. Comparative Study , 2020, Definitions.
[7] G Salton,et al. Developments in Automatic Text Retrieval , 1991, Science.
[8] David L. Waltz,et al. Classifying news stories using memory based reasoning , 1992, SIGIR '92.
[9] Bernhard E. Boser,et al. A training algorithm for optimal margin classifiers , 1992, COLT '92.
[10] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[11] Alberto Maria Segre,et al. Programs for Machine Learning , 1994 .
[12] Yoav Shoham,et al. Learning Information Retrieval Agents: Experiments with Automated Web Browsing , 1995 .
[13] Vladimir Vapnik,et al. The Nature of Statistical Learning , 1995 .
[14] 金田 重郎,et al. C4.5: Programs for Machine Learning (書評) , 1995 .
[15] Hinrich Schütze,et al. A comparison of classifiers and document representations for the routing problem , 1995, SIGIR '95.
[16] Andreas S. Weigend,et al. A neural network approach to topic spotting , 1995 .
[17] Manfred K. Warmuth,et al. The perceptron algorithm vs. Winnow: linear vs. logarithmic mistake bounds when few input variables are relevant , 1995, COLT '95.
[18] Bernhard Schölkopf,et al. Improving the Accuracy and Speed of Support Vector Machines , 1996, NIPS.
[19] Thomas G. Dietterich. What is machine learning? , 2020, Archives of Disease in Childhood.
[20] Yiming Yang,et al. Using Corpus Statistics to Remove Redundant Words in Text Categorization , 1996, J. Am. Soc. Inf. Sci..
[21] Thorsten Joachims,et al. A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization , 1997, ICML.
[22] T. Joachims. WebWatcher : A Tour Guide for the World Wide Web , 1997 .
[23] Manfred K. Warmuth,et al. The Perceptron Algorithm Versus Winnow: Linear Versus Logarithmic Mistake Bounds when Few Input Variables are Relevant (Technical Note) , 1997, Artif. Intell..
[24] Federico Girosi,et al. An improved training algorithm for support vector machines , 1997, Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop.
[25] Yiming Yang,et al. A Comparative Study on Feature Selection in Text Categorization , 1997, ICML.
[26] John Shawe-Taylor,et al. Structural Risk Minimization Over Data-Dependent Hierarchies , 1998, IEEE Trans. Inf. Theory.
[27] Thorsten Joachims,et al. Text categorization with support vector machines , 1999 .
[28] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.