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Top > Computers > Artificial Intelligence > Support Vector Machines > Publications

A Tutorial on Support Vector Machines for Pattern Recognition By Christopher Burges. 1998. Several formats of document available.
Interior-Point Methods for Massive Support Vector Machines SIAM Journal on Optimization, Vol. 13, Iss. 3. Several formats of document available. [subscription required]
Customization using Support Vector Machines for Information Retrieval PDF file. 2000.
Support Vector Machines "IEEE Intelligent Systems" article by Marti Hearst. July/August 1998. PDF file.
Hidden Markov Support Vector Machines PDF file. Appears in Proceedings of the 20th International Conference on Machine Learning (ICML 2003).
A Tutorial on v-Support Vector Machines PDF file.
Dimensionality Reduction via Sparse Support Vector Machines PDF file. Appears in Journal of Machine Learning Research. 2003.
An Introduction to Support Vector Machines An introductory book to the field of Support Vector Machines, a novel machine learning algorithm.
Semi-Supervised Support Vector We introduce a semi-supervised support vector machine (S3VM) method.

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