Algorithmic Learning Theory 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009, Proceedings /

This book constitutes the refereed proceedings of the 20th International Conference on Algorithmic Learning Theory, ALT 2009, held in Porto, Portugal, in October 2009, co-located with the 12th International Conference on Discovery Science, DS 2009. The 26 revised full papers presented together with...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Gavaldà, Ricard (Editor ), Lugosi, Gabor (Editor ), Zeugmann, Thomas (Editor ), Zilles, Sandra (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Lecture Notes in Artificial Intelligence, 5809
Temas:
Artificial intelligence.
Computer programming.
Data mining.
Natural language processing (Computer science).
Pattern recognition systems.
Information storage and retrieval systems.
Artificial Intelligence.
Programming Techniques.
Data Mining and Knowledge Discovery.
Natural Language Processing (NLP).
Automated Pattern Recognition.
Information Storage and Retrieval.
Acceso en línea:Texto Completo
Descripción
Sumario:This book constitutes the refereed proceedings of the 20th International Conference on Algorithmic Learning Theory, ALT 2009, held in Porto, Portugal, in October 2009, co-located with the 12th International Conference on Discovery Science, DS 2009. The 26 revised full papers presented together with the abstracts of 5 invited talks were carefully reviewed and selected from 60 submissions. The papers are divided into topical sections of papers on online learning, learning graphs, active learning and query learning, statistical learning, inductive inference, and semisupervised and unsupervised learning. The volume also contains abstracts of the invited talks: Sanjoy Dasgupta, The Two Faces of Active Learning; Hector Geffner, Inference and Learning in Planning; Jiawei Han, Mining Heterogeneous; Information Networks By Exploring the Power of Links, Yishay Mansour, Learning and Domain Adaptation; Fernando C.N. Pereira, Learning on the Web.
Descripción Física:XI, 399 p. online resource.
ISBN:9783642044144
ISSN:2945-9141 ;

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