Pattern recognition

Website:website containing additional information
Course code:INFOMPR
Credits:7.5 ECTS
Period:periode 2 (week 46 t/m 5, dwz 14-11-2011 t/m 3-2-2012; herkansing week 11)
Timeslot:C
Participants:up till now 36 subscriptions
Schedule:Note: from now on the schedule is to be found in Osiris
Teachers:Dit is een oud rooster!
formgrouptimeweekroomteacher
college   di 15.15-17.0046-51 BBL-079 Ad Feelders
Remco Veltkamp
    
2-4 BBL-079
do 9.00-10.4546-51 BBL-061
2-4 BBL-061
practicum groep 1 do 11.00-12.4546-51 BBL-109 CLZ Ad Feelders
Remco Veltkamp
    
BBL-112 CLZ
2-4 BBL-109 CLZ
BBL-112 CLZ
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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