Department of Information and Computing Sciences

Departement Informatica Onderwijs
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Pattern recognition

Website:website containing additional information
Course code:INFOMPR
Credits:7.5 ECTS
Period:period 2 (week 46 through 5, i.e., 14-11-2011 through 3-2-2012; retake week 11)
Timeslot:C
Participants:up till now 36 subscriptions
Schedule:Official schedule representation can be found in Osiris
Teachers:Dit is een oud rooster!
formgrouptimeweekroomteacher
lab session group 1        Ad Feelders
Remco Veltkamp
   
lecture          Ad Feelders
Remco Veltkamp
   
Exam:
week: 5Fri 2-2-201813.30-16.30 uurroom: EDUC-THEATRON
week: 16Fri 20-4-201813.30-16.30 uurroom: -retake exam
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:
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