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Pattern Recognition - Fundamentals and Applications - cover

Pattern Recognition - Fundamentals and Applications

Fouad Sabry

Publisher: One Billion Knowledgeable

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Summary

What Is Pattern Recognition
 
The process of automatically recognizing patterns and regularities within data is known as pattern recognition. Statistical data analysis, signal processing, image analysis, information retrieval, bioinformatics, data compression, computer graphics, and machine learning are just few of the fields that can benefit from its use. The fields of statistics and engineering are where pattern recognition got its start; some contemporary methods of pattern recognition involve the use of machine learning, which is made possible by the increased availability of huge data and the more abundant computing capacity. Both of these pursuits might be considered to be two facets of the same application sector, and both of these activities have undergone significant development over the course of the last several decades.
 
How You Will Benefit
 
(I) Insights, and validations about the following topics:
 
Chapter 1: Pattern recognition
 
Chapter 2: Supervised learning
 
Chapter 3: Linear classifier
 
Chapter 4: Perceptron
 
Chapter 5: Gaussian process
 
Chapter 6: Expectation-maximization algorithm
 
Chapter 7: Generalized linear model
 
Chapter 8: Statistical learning theory
 
Chapter 9: Kernel method
 
Chapter 10: Probabilistic classification
 
(II) Answering the public top questions about pattern recognition.
 
(III) Real world examples for the usage of pattern recognition in many fields.
 
Who This Book Is For
 
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of pattern recognition.
 
What is Artificial Intelligence Series
 
The artificial intelligence book series provides comprehensive coverage in over 200 topics. Each ebook covers a specific Artificial Intelligence topic in depth, written by experts in the field. The series aims to give readers a thorough understanding of the concepts, techniques, history and applications of artificial intelligence. Topics covered include machine learning, deep learning, neural networks, computer vision, natural language processing, robotics, ethics and more. The ebooks are written for professionals, students, and anyone interested in learning about the latest developments in this rapidly advancing field.The artificial intelligence book series provides an in-depth yet accessible exploration, from the fundamental concepts to the state-of-the-art research. With over 200 volumes, readers gain a thorough grounding in all aspects of Artificial Intelligence. The ebooks are designed to build knowledge systematically, with later volumes building on the foundations laid by earlier ones. This comprehensive series is an indispensable resource for anyone seeking to develop expertise in artificial intelligence.
Available since: 07/05/2023.
Print length: 119 pages.

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