Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III /

This three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The 115 revised research papers presented together with 13 demo track pap...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Calders, Toon (Editor ), Esposito, Floriana (Editor ), Hüllermeier, Eyke (Editor ), Meo, Rosa (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Lecture Notes in Artificial Intelligence, 8726
Temas:
Data mining.
Artificial intelligence.
Pattern recognition systems.
Information storage and retrieval systems.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Automated Pattern Recognition.
Information Storage and Retrieval.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Dynamic networks and knowledge discovery
  • Interactions between data mining and natural language processing
  • Mining ubiquitous and social environments
  • Statistically sound data mining
  • Machine learning for urban sensor data
  • Multi-target prediction
  • Representation learning
  • Neural connectomics: from imaging to connectivity
  • Data analytics for renewable energy integration
  • Linked data for knowledge discovery
  • New frontiers in mining complex patterns
  • Experimental economics and machine learning
  • Learning with multiple views: applications to computer vision and multimedia mining
  • Generalization and reuse of machine learning models over multiple contexts
  • Predictive web analytics.

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