Pattern Recognition 在線電子書 圖書標籤: 模式識彆 機器學習 人工智能 計算機科學 Springer PatternRecognition MachineLeaning, 2011
發表於2024-09-11
Pattern Recognition 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
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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Pattern Recognition 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024