Introduction to Support Vector Machines and Other Kernel-based Learning Methods

Support Vector Machines are now established as one of the standard tools for machine learning and data mining. Students will find this introduction both stimulating and accessible, while practitioners will be guided smoothly through the material required for a good grasp of the theory and its applications.