Support vector machines (SVM) have both a solid mathematical background and practical applications. This book focuses on the recent advances and applications of

This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a vari

Every mathematical discipline goes through three periods of development: the naive, the formal, and the critical. David Hilbert The goal of this book is to expl

This book constitutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagar

The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully edited volume presents the state of t