Encyclopedia of Machine Learning

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Sammut, Claude (Editor ), Webb, Geoffrey I. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Temas:
Artificial intelligence.
Data mining.
Pattern recognition systems.
Statistics .
Artificial Intelligence.
Data Mining and Knowledge Discovery.
Automated Pattern Recognition.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Clustering
  • Statistical Machine Learning
  • Statistical Language Learning
  • Inductive Logic Programming
  • Learning and Logic
  • Meta-Learning
  • ROC analysis
  • Information Theory
  • Instance-based Learning Time Series
  • Policy Search and Active Selection
  • Reinforcement Learning
  • Artificial Neural Network
  • Text Mining
  • Machine Learning in Bioinformatics
  • Rule Learning
  • Evolutionary Computation
  • Behavioral Cloning
  • Search
  • Computational Learning Theory
  • Online Learning
  • Learning Paradigms
  • Model-based Reinforcement Learning
  • Active Learning
  • Explanation-based Learning
  • Data Mining
  • Graph Mining.

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