JAI

Course Pack CPS 802 / JAI - Pakistan University Press 1983 - 276p;

Introduction (Page-7), Statistical Decision Theory (Page-39), Decision Making With Gaussian Models (Page-63), Contextual Classification (Page-77), Sequential Classification (Page-103), Hierarchical Classifier (Page-113), Parameter Estimation and Supervised Learning (Page-135), Nonparametric Density Estimate (Page-151), Near Neighbor Classification (Page-175), Error Estimation (Page-195), Cures of Dimensionality (Page-211), Feature Selection and Extraction (Page-237), Discriminate Functions (Page-255), Unsupervised Learning (Page-277), Cluster Analysis (Page-289), Syntactic Pattern Recognition (Page-319).

310,JAI