Title: The nature of statistical learning theory
Description: The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. This second edition contains three new chapters devoted to further development of the learning theory and SVM techniques.
Subjects: Apprentissage automatique, Me thodes statistiques, Mode  les stochastiques d'apprentissage, Modèles stochastiques d'apprentissage, Méthodes statistiques, Computational learning theory, Reasoning