Title: The nature of statistical learning theory /
Authors: Vapnik, Vladimir Naumovich
Publisher: Springer,
Year: 1995
Subjects: Computational learning theory.; Reasoning
Contents: Introduction: Four Periods in the Research of the Learning Problem -- Ch. 1. Setting of the Learning Problem -- Ch. 2. Consistency of Learning Processes -- Ch. 3. Bounds on the Rate of Convergence of Learning Processes -- Ch. 4. Controlling the Generalization Ability of Learning Processes -- Ch. 5. Constructing Learning Algorithms -- Conclusion: What is Important in Learning Theory?