Pattern Recognition An Algorithmic Approach /

Pattern Recognition An Algorithmic Approach /

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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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Bibliographic Details
Main Authors: Murty, M. Narasimha (Author), Devi, V. Susheela (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: London : Springer London, 2011.
Edition:1.
Series:Undergraduate Topics in Computer Science,
Subjects:
Computer science.
Computer Science.
Computer Science, general.
Online Access:Full Text via HEAL-Link
Table of Contents:
  • 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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