Support Vector Machines

• Kernel-Machines.Org  - Site dedicated to learning methods that build on kernels such as the support vector machine. Presents answers to frequently asked questions, books, publications, and related links.
• Lagrangian Support Vector Machine  - Technique for training support vector machines based on a simple iterative approach. Provides software download and technical report.
• Support Vector Machines  - Book offering a comprehensive introduction to Support Vector Machines (SVMs) and other kernel based learning methods. With Chinese and Japanese editions.
• SVM Application List  - Collection of support vector machine applications with reference and data links.
• SVMlight  - Implementation of Support Vector Machines (SVMs) in C. Features a fast optimization algorithm, the ability to solve classification and regression problems, sparse vector representation use, and restarts from specified vector of dual variables.