Pattern Recognition and Classification An Introduction /

• Main Author: Dougherty, Geoff (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Subjects: Computer science.; Pattern recognition.; Bioinformatics.; Computational biology.; Algorithms.; Statistical physics.; Computer Science.; Pattern Recognition.; Nonlinear Dynamics.; Signal, Image and Speech Processing.; Computer Appl. in Life Sciences.

The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the subject remains very challenging, especially for the beginner. Pattern Recognition and Classificati...

Table of Contents:

• Introduction
• Classification
• Nonmetric Methods
• Statistical Pattern Recognition
• Supervised Learning
• Nonparametric Learning
• Feature Extraction and Selection
• Unsupervised Learning
• Estimating and Comparing Classifiers
• Projects.