| Support Vector Machines - Book - Complete, simple and rigorous introduction to Support Vector Machines, learning algorithm widely used in data mining, machine vision, bioinformatics.
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| Support Vector Machines - "IEEE Intelligent Systems" article by Marti Hearst. July/August 1998. PDF file.
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| A Tutorial on Support Vector Machines for Pattern Recognition - By Christopher Burges. 1998. Several formats of document available.
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| Hidden Markov Support Vector Machines - PDF file. Appears in Proceedings of the 20th International Conference on Machine Learning (ICML 2003).
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| Kerneltron: Support Vector 'Machine' in Silicon - PDF file of paper to appear in IEEE Transactions on Neural Networks.
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| Classification Using Support Vector Machines - by Andrew D. Back. RIKEN Brain Science Institute, Wako-shi, Saitama, Japan.
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| Statistical Learning Theory and Support Vector Machines - Tutorial at ISCAS'2001.
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| Incremental and Decremental Support Vector Machine Learning - By Gert Cauwenburghs, and Tomaso Poggio. PDF file.
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| A Tutorial on v-Support Vector Machines - PDF file.
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| Dimensionality Reduction via Sparse Support Vector Machines - PDF file. Appears in Journal of Machine Learning Research. 2003.
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| Customization using Support Vector Machines for Information Retrieval - PDF file. 2000.
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| Support Vector Machine Active Learning with Applications to Text Classification - Postscript available. Appears in Proceedings of the 17th International Conference on Machine Learning (ICML).
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| Interior-Point Methods for Massive Support Vector Machines - SIAM Journal on Optimization, Vol. 13, Iss. 3. Several formats of document available.
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