Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I /

This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were c...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Flach, Peter A. (Editor ), De Bie, Tijl (Editor ), Cristianini, Nello (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:Lecture Notes in Artificial Intelligence, 7523
Temas:
Data mining.
Artificial intelligence.
Pattern recognition systems.
Computer science-Mathematics.
Discrete mathematics.
Mathematical statistics.
Information storage and retrieval systems.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Automated Pattern Recognition.
Discrete Mathematics in Computer Science.
Probability and Statistics in Computer Science.
Information Storage and Retrieval.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Aassociation rules and frequent patterns
  • Bayesian learning and graphical models
  • classification
  • dimensionality reduction, feature selection and extraction
  • distance-based methods and kernels
  • ensemble methods
  • graph and tree mining
  • large-scale, distributed and parallel mining and learning
  • multi-relational mining and learning
  • multi-task learning
  • natural language processing
  • online learning and data streams.

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