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Murty, M. Narasimha; Devi, V. Susheela; 作者

译者

2012-2 出版日期

275 页数

$ 45.14 价格

丛书系列

9780857294944 图书编码

Pattern Recognition 在线电子书图书标签: 模式识别机器学习人工智能计算机科学 Springer PatternRecognition MachineLeaning, 2011

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Pattern Recognition 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Pattern Recognition 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Observing the environment and recognising patterns for the purpose of decision making is fundamental to human nature. This book deals with the scientific discipline that enables similar perception in machines through pattern recognition (PR), which has application in diverse technology areas. This book is an exposition of principal topics in PR using an algorithmic approach. It provides a thorough introduction to the concepts of PR and a systematic account of the major topics in PR besides reviewing the vast progress made in the field in recent times. It includes basic techniques of PR, neural networks, support vector machines and decision trees. While theoretical aspects have been given due coverage, the emphasis is more on the practical. This book is replete with examples and illustrations and includes chapter-end exercises. It is designed to meet the needs of senior undergraduate and postgraduate students of computer science and allied disciplines.

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