LECTURE SCHEDULE 2003

The lectures are based mainly on the book:

"Pattern Recognition", S. Theodoridis and K. Koutroumbas, 1999, Academic press. (Theodoridis)
The book can be bought at for example

Material is also presented from the book:

"Pattern Recognition:Statistical, Structural and Neural Approaches", Robert Schalkoff, J. Wiley & Sons, 1992. (Schalkoff)
The book can be bought at for example Amazon.com.

The slides from the lectures are in Finnish. They are available as a single file in pdf-format. Slides will be appended and otherwise modified in this file as the lectures progress, so it is recommended to check the file every now and then. Slides for individual lectures (in Finnish also) can be found beside the corresponding lecture below (in PDF format). The slides will also be distributed in the study material through Otatieto, so do avoid unneccessary printing (and if you do print the slides, please use two-sided printing to save paper!)

Lecture slides will be added to the table below during the course. The slides of the year 2002 course are available

lecturedatecontentsslides (in Finnish)
1. 15.9.
  • Course introduction
  • Introduction to pattern recognition
  • Theodoridis 1,5,10, Schalkoff 1
  • [PDF]
    2. 22.9.
  • Pattern recognition applications
  • [HTML]
    3. 29.9.
  • Statistical methods
  • Theodoridis 2.1-2.4, Schalkoff 2
  • [PDF], prerequisite exam
    4. 6.10.
  • Statistical methods
  • Theodoridis 2.5-2.6, Schalkoff 3
  •  
    5. 13.10.
  • Linear classifiers
  • Theodoridis 3, Schalkoff 4
  • [PDF]
    6. 20.10.
  • Non-linear classifiers
  • Theodoridis 4
  • [PDF]
    7. 27.10.
  • Methods based on neural networks
  • Theodoridis 4, Schalkoff 10
  • [PDF]
    8. 3.11.
  • Methods based on neural networks
  • Schalkoff 12
  •  
    9. 10.11.
  • Unsupervised learning and clustering
  • Theodoridis 11-15, Schalkoff 5,13
  •  
    10. 17.11.
  • Unsupervised learning and clustering
  • Theodoridis 11-15, Schalkoff 5,13
  •  
    11. 24.11.
  • Syntactic methods
  • Schalkoff 6-8
  •  
    12. 1.12.
  • Recap lecture
  •  




    http://www.cis.hut.fi/Opinnot/T-61.231/2003/luentorunko_en.shtml
    markus.koskela@hut.fi
    Thursday, 12-Aug-2004 14:50:36 EEST