Introduction to Pattern Recognition: A Matlab Approach (Paperback)

Sergios Theodoridis, Aggelos Pikrakis, Konstantinos Koutroumbas, Dionisis Cavouras

Introduction to Pattern Recognition: A Matlab Approach (Paperback)
  • 出版商: Academic Press
  • 出版日期: 2010-03-15
  • 售價: $1,460
  • 貴賓價: 9.5 折 $1,387
  • 語言: 英文
  • 頁數: 231
  • 裝訂: Paperback
  • ISBN: 0123744865
  • ISBN-13: 9780123744869
  • 相關分類: Matlab

    • 立即出貨 (庫存 < 3)

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DescriptionAn accompanying manual to Theodoridis/Koutroumbas, Pattern Recognition, that includes Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life data sets in imaging and audio recognition.

 

 

 

  • Matlab code and descriptive summary of the most common methods and algorithms in Theodoridis/Koutroumbas, Pattern Recognition 4e.
  • Solved examples in Matlab, including real-life data sets in imaging and audio recognition
  • Available separately or at a special package price with the main text

    Table of Contents
    1. Classifiers Based on Bayes Decision Theory
    2. Classifiers Based on Cost Function Optimization
    3. Data Transformation: Feature Generation and Dimensionality Reduction
    4. Feature Selection
    5. Template Matching
    6. Hidden Markov Models
    7. Clustering

 

 

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