www.kernel-machines.org
: An extensive site for Support Vector Machines and related kernel methods.
Extensive downloadable publications list, tutorials, message board, data
sets and software.
www.jmlr.org : Journal of Machine Learning Research. Online journal, with Kernel Machines section, and full-text of articles available.