Electrical Engineering

ECE4553Introduction to Pattern Recognition4 ch (3C 3*L)

An introduction to pattern recognition and its applications. Topics include Bayesian decision theory and parameter estimation, feature generation and selection, parametric vs. nonparametric classification techniques, supervised vs. unsupervised, learning and clustering.

Prerequisites: ECE 3511, STAT 2593.