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An Introduction to Support Vector Machines
First comprehensive introductory book to the field of Support Vector Machines, a novel machine learning algorithm. (infos)Support Vector Machines
"IEEE Intelligent Systems" article by Marti Hearst. July/August 1998. PDF file. (infos)
Hidden Markov Support Vector Machines
PDF file. Appears in Proceedings of the 20th International Conference on Machine Learning (ICML 2003). (infos)
Kerneltron: Support Vector 'Machine' in Silicon
PDF file of paper to appear in IEEE Transactions on Neural Networks. (infos)
Statistical Learning Theory and Support Vector Machines
Tutorial at ISCAS'2001. (infos)
A Tutorial on v-Support Vector Machines
PDF file. (infos)
Dimensionality Reduction via Sparse Support Vector Machines
PDF file. Appears in Journal of Machine Learning Research. 2003. (infos)
Customization using Support Vector Machines for Information Retrieval
PDF file. 2000. (infos)
Interior-Point Methods for Massive Support Vector Machines
SIAM Journal on Optimization, Vol. 13, Iss. 3. Several formats of document available. (infos)
Semi-Supervised Support Vector
We introduce a semi-supervised support vector machine (S3VM) method. (infos)