Pattern Recognition and Classification An Introduction /

The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the subject remains very challenging, especially for the beginner. Pattern Recognition and Classificati...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Dougherty, Geoff (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Temas:
Pattern recognition systems.
Nonlinear Optics.
Signal processing.
Bioinformatics.
Algorithms.
Automated Pattern Recognition.
Signal, Speech and Image Processing .
Computational and Systems Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Classification
  • Nonmetric Methods
  • Statistical Pattern Recognition
  • Supervised Learning
  • Nonparametric Learning
  • Feature Extraction and Selection
  • Unsupervised Learning
  • Estimating and Comparing Classifiers
  • Projects.

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