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發信人: fullcolor (褔可樂), 信區: DataMining
標 題: 介紹一本 統計模式識別 的書,不知有用否
發信站: 南京大學小百合站 (Wed Aug 22 19:06:07 2001), 站內信件
"Introduction to Statistical Pattern Recognition"
author: Fukunaga,Keinosuke.
Preface:
This book presents an introduction to statistical pattern recognition. Pattern
recognition in general covers a wide range of problems, and it is hard to find
a unified view ro approach. It is applied to engineering problems, such as
character readers and waveform analysis, as well as to brain modeling in
biology and psychology. However, statistical decision and estimation, which
are the subjects of this book, are regarded as fundamental to the study of
pattern recognition. Statistical decision and estimation are covered in
variously each field has a different need and view. So that workers in pattern
~~~~~~~~~~~~~~~~~~
recognition need not look from one book to another, this book is organized to
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
provide the basics of these statistical concepts from the viewpoint of pattern
recognition.The material of this book has been taught in a graduate course at
Purdue Univ.and also in short courses offered in number of lacations.
Therefore, it is theauthor's hope that this book will serve as a text for
introductory courses of pattern recognition as well as a reference book for the
workers in the field.
這本書有兩版,這是第二版。第一版有中文譯本。第一版的中譯本比較簡略,比第二版少
了很多內容。
本書中的不少內容都來自于Fukunaga的論文,講解的十分詳細。
此書是統計模式識別方面的一本好書。
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※ 修改:.fullcolor 於 Aug 22 19:07:17 修改本文.[FROM: 東南大學BBS]
※ 來源:.南京大學小百合站 bbs.nju.edu.cn.[FROM: 東南大學BBS]
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