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Algorithmic Learning Theory: 17th International Conference, ALT 2006, Barcelona, Spain, October 7-10, 2006, Proceedings (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)
Rok: 2006
ISBN: 9783540466499
OKCZID: 110092826
Citace (dle ČSN ISO 690):
BALCÁZAR, José Luis, ed., LONG, Philip M., ed. a STEPHAN, Frank, ed. Algorithmic learning theory: 17th international conference, ALT 2006, Barcelona, Spain, October 7-10, 2006 : proceedings. Berlin: Springer, c2006. xiii, 392 s. Lecture notes in computer science. Lecture notes in artificial intelligence, 4264.
Anotace
This book constitutes the refereed proceedings of the 17th International Conference on Algorithmic Learning Theory, ALT 2006, held in Barcelona, Spain in October 2006, colocated with the 9th International Conference on Discovery Science, DS 2006. The 24 revised full papers presented together with the abstracts of 5 invited papers were carefully reviewed and selected from 53 submissions. The papers are dedicated to the theoretical foundations of machine learning; they address topics such as query models, on-line learning, inductive inference, algorithmic forecasting, boosting, support vector machines, kernel methods, reinforcement learning, and statistical learning models.