统计模式识别Statistical Pattern Recognition

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2011新书--统计模式识别（第3版）

Andrew R. Webb, Keith D. Copsey, "Statistical Pattern Recognition, 3 edition"
Wiley | 2011 | ISBN: 0470682272, 0470682280 | 666 pages | PDF | 6,4 MB

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简介：本书详细介绍了密度估计（分参数、贝叶斯和非参数三章）、线性判别分析、非线性判别分析、决策树归纳、多分类器融合、性能估计、聚类法、复杂网络等内容。
Statistical pattern recognition relates to the use of statistical techniques for analysing data measurements in order to extract information and make justified decisions. It is a very active area of study and research, which has seen many advances in recent years. Applications such as data mining, web searching, multimedia data retrieval, face recognition, and cursive handwriting recognition, all require robust and efficient pattern recognition techniques.

This third edition provides an introduction to statistical pattern theory and techniques, with material drawn from a wide range of fields, including the areas of engineering, statistics, computer science and the social sciences. The book has been updated to cover new methods and applications, and includes a wide range of techniques such as Bayesian methods, neural networks, support vector machines, feature selection and feature reduction techniques.Technical descriptions and motivations are provided, and the techniques are illustrated using real examples.

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关键词：Statistical Recognition statistica cognition statistic 免费 统计 模式识别

thanksgiving

看看，学习一下

kankan

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抢先发帖！最近迷上统计了！

感谢楼主分享！

的萨芬撒旦大师傅

thanks a lot

下了