Algorithmic Learning Theory 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings /

This book constitutes the proceedings of the 25th International Conference on Algorithmic Learning Theory, ALT 2014, held in Bled, Slovenia, in October 2014, and co-located with the 17th International Conference on Discovery Science, DS 2014. The 21 papers presented in this volume were carefully rev...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Auer, Peter (Editor ), Clark, Alexander (Editor ), Zeugmann, Thomas (Editor ), Zilles, Sandra (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Lecture Notes in Artificial Intelligence, 8776
Temas:
Artificial intelligence.
Computer science.
Data mining.
Pattern recognition systems.
Artificial Intelligence.
Theory of Computation.
Data Mining and Knowledge Discovery.
Automated Pattern Recognition.
Acceso en línea:Texto Completo
Descripción
Sumario:This book constitutes the proceedings of the 25th International Conference on Algorithmic Learning Theory, ALT 2014, held in Bled, Slovenia, in October 2014, and co-located with the 17th International Conference on Discovery Science, DS 2014. The 21 papers presented in this volume were carefully reviewed and selected from 50 submissions. In addition the book contains 4 full papers summarizing the invited talks. The papers are organized in topical sections named: inductive inference; exact learning from queries; reinforcement learning; online learning and learning with bandit information; statistical learning theory; privacy, clustering, MDL, and Kolmogorov complexity.
Descripción Física:XVIII, 351 p. 22 illus. online resource.
ISBN:9783319116624
ISSN:2945-9141 ;

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