Home     SVM-related websites Software www.svm-tutorial.com LIBSVM svms.org SVMlight www.kernel-machines.org www.support-vector-machines.org   Tutorials Christopher Burges A Tutorial on Support Vector Machines for Pattern Recognition 1998 Alex Smola, Bernhard Schölkopf A Tutorial on Support Vector Regression 2003 Pai-Hsuen Chen, Chih-Jen Lin, Bernhard Schölkopf A Tutorial on 𝜈-Support Vector Machines 2003 Asa Ben-Hur, Jason Weston A User's Guide to Support Vector Machines 2008 Tristan Fletcher Support Vector Machines Explained 2009 Vikramaditya Jakkula Tutorial on Support Vector Machine (SVM) 2010 Zoya Gavrilov SVM Tutorial 2012 Chris McCormick SVM Tutorial 2013 Hwanjo Yu, Sungchul Kim SVM Tutorial: Classification, Regression, and Ranking 2010 Andrew Ng Support Vector Machines 2015   Slides Nello Cristianini Support Vector and Kernel Machines 2001 Robert Berwick An Idiot's guide to Support vector machines (SVMs) 2003 Andrew Moore Support Vector Machines 2003 Shih-Hung Wu Support Vector Machine Tutorial 2005 Jason Weston Support Vector Machine (and Statistical Learning Theory) Tutorial 2006 Alexander Statnikov, Douglas Hardin, Isabelle Guyon, Constantin Aliferis A Gentle Introduction to Support Vector Machines in Biomedicine 2009 Martin Law A Simple Introduction to Support Vector Machines 2011 Andrew Zisserman The SVM Classifier 2015   Books Vladimir Vapnik Statistical Learning Theory 1998 Bernhard Schölkopf, Christopher Burges, Alexander Smola Advances in Kernel Methods: Support Vector Learning 1998 John Shawe-Taylor, Nello Cristianini Support Vector Machines 2000 Bernhard Schölkopf, Alexander Smola Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond 2002     Home