Bazsites.com Support Vector Machines
Directory Topics
On the Web
- Support Vector Machine Mailing List - An unmoderated discussion list about Support Vector Machines methodology.
- An Introduction to Support Vector Machines - First comprehensive introductory book to the field of Support Vector Machines, a novel machine learning algorithm.
- Support Vector Machines - Book - Complete, simple and rigorous introduction to Support Vector Machines, learning algorithm widely used in data mining, machine vision, bioinformatics.
- Cristianini, Nello - University of California in Berkeley. Machine learning, support vector machines.
- Kernel Machines - A central source of information on kernel based methods, including support vector machines, Gaussian processes.
- Hidden Markov Support Vector Machines - PDF file. Appears in Proceedings of the 20th International Conference on Machine Learning (ICML 2003).
- Tong, Simon - Machine learning, active learning, graphical models, support vector machines.
- P. Bennett, Kristin P. - Associate Professor, Department of Mathematical Sciences, Rensselaer Polytechnic Institute. Interests: mathematical programming, machine learning, support vector machines, neural networks, artificial intelligence, parallel optimization, tabu search, automated drug discovery, data mining, bioinformatics.
- Semi-Supervised Support Vector - We introduce a semi-supervised support vector machine (S3VM) method.
- Dimensionality Reduction via Sparse Support Vector Machines - PDF file. Appears in Journal of Machine Learning Research. 2003.
Wikipedia Articles
- Support vector machine - Support vector machines (SVMs) are a set of related supervised learning methods used for classification and regression. They belong to a family of generalized linear classifiers.