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An Introduction to Support Vector Machines  - http://www.support-vector.net  First comprehensive introductory book to the field of Support Vector Machines, a novel machine learning algorithm.  Support Vector Machines  - http://www.computer.org/intelligent/ex1998/pdf/x4018.pdf  "IEEE Intelligent Systems" article by Marti Hearst. July/August 1998. PDF file.  Hidden Markov Support Vector Machines  - http://www.cs.brown.edu/people/th/papers/AltTsoHof-ICML2003.pdf  PDF file. Appears in Proceedings of the 20th International Conference on Machine Learning (ICML 2003).  Kerneltron: Support Vector 'Machine' in Silicon  - http://bach.ece.jhu.edu/pub/papers/tnn03_kerneltron.pdf  PDF file of paper to appear in IEEE Transactions on Neural Networks.  Statistical Learning Theory and Support Vector Machines  - http://bach.ece.jhu.edu/svm/iscas2001/  Tutorial at ISCAS'2001.  A Tutorial on v-Support Vector Machines  - http://www.csie.ntu.edu.tw/~cjlin/papers/nusvmtutorial.pdf  PDF file.  Dimensionality Reduction via Sparse Support Vector Machines  - http://www.jmlr.org/papers/volume3/bi03a/bi03a.pdf  PDF file. Appears in Journal of Machine Learning Research. 2003.  Customization using Support Vector Machines for Information Retrieval  - http://research.nii.ac.jp/~aihara/images/aihara-sci2000.pdf  PDF file. 2000.  Interior-Point Methods for Massive Support Vector Machines  - http://epubs.siam.org/sam-bin/dbq/article/37437  SIAM Journal on Optimization, Vol. 13, Iss. 3. Several formats of document available.  Semi-Supervised Support Vector  - http://www1.cs.columbia.edu/~dplewis/candidacy/bennett98semisupervised.pdf  We introduce a semi-supervised support vector machine (S3VM) method.  Support Vector Machine Active Learning with Applications to Text Classification  - http://ai.stanford.edu/~koller/papers/ml00tk.html  Postscript available. Appears in Proceedings of the 17th International Conference on Machine Learning (ICML).  A Tutorial on Support Vector Machines for Pattern Recognition  - http://citeseer.ist.psu.edu/burges98tutorial.html  By Christopher Burges. 1998. Several formats of document available.