Pattern Recognition: An Introduction
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Pattern Recognition: An Introduction
Book Details:
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Authors: M. Narasimha Murty, V. Susheela Devi
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Binding: Paperback
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ISBN: 9788173717253
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Release Date: 16-02-2021
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Languages: English
About The Book:
This book serves as an accessible and comprehensive introduction to Pattern Recognition, a crucial scientific field that enables machines to perceive and recognize patterns similar to human beings. The discipline has broad applications across several technology areas, including:
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Character recognition
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Image processing
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Industrial automation
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Internet searches
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Speech recognition
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Medical diagnostics
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Target recognition
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Space science
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Remote sensing
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Data mining
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Biometric identification
Using an algorithmic approach, the book delves into the core concepts of pattern recognition while offering a systematic exploration of major topics, including neural networks, support vector machines, and decision trees. While the theoretical aspects are thoroughly covered, the emphasis of the book lies in practical applications. The text is filled with examples, illustrations, and chapter-end exercises, making it suitable for both beginners and advanced learners interested in the subject.
This book is an essential resource for anyone keen on exploring the intersection of pattern recognition and real-world technology.
