Pattern Recognition An Algorithmic Approach /

Observing the environment, and recognising patterns for the purpose of decision-making, is fundamental to human nature. The scientific discipline of pattern recognition (PR) is devoted to how machines use computing to discern patterns in the real world. This must-read textbook provides an exposition...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Murty, M. Narasimha (Autor), Devi, V. Susheela (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Colección:Undergraduate Topics in Computer Science,
Temas:
Computer science.
Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Representation
  • Nearest Neighbour Based Classifiers
  • Bayes Classifier
  • Hidden Markov Models
  • Decision Trees
  • Support Vector Machines
  • Combination of Classifiers
  • Clustering
  • Summary
  • An Application: Handwritten Digit Recognition.

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