An introductory book to the field of Support Vector Machines, a novel machine learning algorithm.

By Christopher Burges. 1998. Several formats of document available.

"IEEE Intelligent Systems" article by Marti Hearst. July/August 1998.

Appears in Journal of Machine Learning Research. 2003.

We introduce a semi-supervised support vector machine (S3VM) method.

Paper by Pai-Hsuen Chen, Chih-Jen Lin, and Bernhard Schölkopf, describing the main ideas of statistical learning theory, support vector machines (SVMs), and kernel feature spaces.

Paper by Kenro Aihara and Atsuhiro Takasu, which proposes an HCI approach to supporting interactive document retrieval in unorganized open information space. 2000.

Appears in Proceedings of the 20th International Conference on Machine Learning (ICML 2003).

SIAM Journal on Optimization, Vol. 13, Iss. 3. Several formats of document available. [subscription required]