Department of Information and Computing Sciences

Departement Informatica Onderwijs
Bachelor Informatica Informatiekunde Kunstmatige intelligentie Master Computing Science Game&Media Technology Artifical Intelligence Business Informatics

Onderwijs Informatica en Informatiekunde

Vak-informatie Informatica en Informatiekunde

Pattern recognition

Course code:INFOMPR
Credits:7.5 ECTS
Period:period 2 (week 46 through 5, i.e., 15-11-2010 through 4-2-2011; retake week 11)
Participants:up till now 26 subscriptions
Schedule:Official schedule representation can be found in Osiris
Teachers:Dit is een oud rooster!
lecture          Ad Feelders
Remco Veltkamp
Contents:In this course we study statistical pattern recognition as well as geometric pattern recognition.

The subjects treated in the part on statistical pattern recognition are:

  • Linear Statistical Models
  • Neural Networks
  • Support Vector Machines
  • Ensemble Learning
Knowledge of elementary probability theory, statistics and linear algebra is presupposed.
Literature:Christopher M. Bishop, Pattern Recognition and Machine Learning, Springer 2006.
Course form:Lectures and Computer Lab
Exam form:Written Exam and Practical Assignments
Minimum effort to qualify for 2nd chance exam: