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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商品描述

 

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

 

 

商品描述(中文翻譯)

描述
這是《Theodoridis/Koutroumbas, Pattern Recognition》的附屬手冊，包含書中最常見的方法和算法的Matlab代碼，以及描述性摘要和解決示例，並包括影像和音頻識別的真實數據集。

- Theodoridis/Koutroumbas, Pattern Recognition 4e中最常見方法和算法的Matlab代碼和描述性摘要。
- 包含Matlab中的解決示例，包括影像和音頻識別的真實數據集。
- 可單獨購買，或與主要文本一起以特殊套餐價格購買。

目錄：
1. 基於貝葉斯決策理論的分類器
2. 基於成本函數優化的分類器
3. 數據轉換：特徵生成和維度降低
4. 特徵選擇
5. 模板匹配
6. 隱馬爾可夫模型
7. 聚類

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