Statistical Pattern Recognition

ISBN: 9780470845141 出版年：2003 页码：516 Andrew R Webb Wiley

Introduction to statistical pattern recognition * Estimation * Density estimation * Linear discriminant analysis * Nonlinear discriminant analysis - neural networks * Nonlinear discriminant analysis - statistical methods * Classification trees * Feature selection and extraction * Clustering * Additional topics * Measures of dissimilarity * Parameter estimation * Linear algebra * Data * Probability theory.