Pattern Recognition

Submitted by admin on Mon, 04/05/2015 - 15:53
Course Type: 
Core Course
ID: 
Μ140
ECTS: 
8
Credits: 
4
Semester : 
Winter
Specialization: 
6th
Credit hours (lecture): 
3
Credit hours (discussion): 
0
Credit hours (lab): 
0
Webpage: 
http://eclass.uoa.gr/courses/D217/
Instructor: 
Theodoridis Sergios

Overview of key concepts (Classifiers Bayes, nearest neighborhood) Laminate Perceptrons, back- propagation algorithm, RBF networks, Template matching, Dynamic Time Warping, Hidden Makov Models, Training without a teacher, k-means algorithm.