Since the introduction of support vector machines, we have witnessed the huge development in theory, models, and applications of what is so-called kernel-based methods: advancement in generalization theory, kernel classifiers and regressors and thei
Our purposes in writing this Second Edition | more than a quarter century after the original | remain the same: to give a systematic account of the major topics in pattern recognition, based whenever possible on fundamental principles. We believe th
