Home :: Artificial Intelligence :: Support Vector Machines

Learning to Classify Text using Support Vector Machines
By Thorsten Joachims - describes an SVM approach to text cla ssification.
http://textclassification.joachims.org

Tong, Simon
Machine learning, active learning, graphical models, support vector machines.
http://robotics.stanford.edu/~stong/

Incremental and Decremental Support Vector Machine Learning
By Gert Cauwenburghs, and Tomaso Poggio. PDF file.
http://www.ai.mit.edu/projects/cbcl/publications/ps/cauwenbe rghs-nips00.pdf

SvmFu
C++ software for classification.
http://five-percent-nation.mit.edu/SvmFu/

TinySVM: Support Vector Machines
Software with reference manual.
http://cl.aist-nara.ac.jp/~taku-ku/software/TinySVM/

Library for Support Vector Machines (LIBSVM)
An integrated tool implementing support vector classification, regression, and distribution estimation. C++ and Java sources available. [Free]
http://www.csie.ntu.edu.tw/~cjlin/libsvm/

GhostMiner
Overview of features, and screenshots.
http://www.fqspl.com.pl/ghostminer/svm.asp