Pattern Recognition and Neural Networks

Pattern Recognition and Neural Networks pdf epub mobi txt 电子书 下载 2025

出版者:Cambridge University Press
作者:Brian D. Ripley
出品人:
页数:416
译者:
出版时间:2008-01-28
价格:USD 45.00
装帧:Paperback
isbn号码:9780521717700
丛书系列:
图书标签:
  • TML 
  • 神经网络 
  • 模式识别 
  • 机器学习 
  • 经典 
  • Recognition 
  • Pattern 
  •  
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Now in paperback: the most reliable account of the statistical framework for pattern recognition and machine learning. With unparalleled coverage and a wealth of case-studies this book gives valuable insight into both the theory and the enormously diverse applications (which can be found in remote sensing, astrophysics, engineering and medicine, for example). So that readers can develop their skills and understanding, many of the real data sets used in the book are available from the author's website: www.stats.ox.ac.uk/~ripley/PRbook/. For the same reason, many examples are included to illustrate real problems in pattern recognition. Unifying principles are highlighted, and the author gives an overview of the state of the subject, making the book valuable to experienced researchers in statistics, machine learning/artificial intelligence and engineering. The clear writing style means that the book is also a superb introduction for non-specialists.

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