Slides for Courses

• Intelligent Data Analysis
• Frequent Pattern Mining
• Neural Networks
• Probabilistic Reasoning: Graphical Models
• Genetische Algorithmen (in German)

Intelligent Data Analysis

Slides of my course on intelligent data analysis (version 2008.04.11, 278 slides).

Note that the part on frequent pattern mining has been extended into a complete lecture (see below).

ida.pdf (one slide per page, 4788 kb)
ida4.pdf (four slides per page, two by two, 2839 kb)
ida4s.pdf (four slides per page, four by one, 2826 kb)
ida.zip (LaTeX and METAPOST source files, 10866 kb)

Software for Intelligent Data Analysis

Frequent Pattern Mining

Slides of my course on frequent pattern mining (version 2010.10.04, 484 slides).

fpm.pdf (one slide per page, 3640 kb)
fpm4.pdf (four slides per page, two by two, 2415 kb)
fpm4s.pdf (four slides per page, four by one, 2314 kb)
fpm.zip (LaTeX and METAPOST source files, 3560 kb)

Software for Frequent Pattern Mining

Introduction to Neural Networks

Slides of my course on (artificial) neural networks (version 2007.09.09, 225 slides).

nn.pdf (one slide per page, 947 kb)
nn4.pdf (four slides per page, two by two, 866 kb)
nn4s.pdf (four slides per page, four by one, 849 kb)
nn.zip (LaTeX and METAPOST source files, 435 kb)

multilayer perceptron training demonstration (software)
learning vector quantization demonstration (software)
self-organizing map demonstration (software)
hopfield network demonstration (software)

Probabilistic Reasoning: Graphical Models

Slides of my course on graphical models (version 2010.05.27, 181 slides).

gm.pdf (one slide per page, 654 kb)

Genetische Algorithmen

Slides of my course on genetic algorithms (in German, version 2005.07.15, 260 slides).

ga.pdf (one slide per page, 1120 kb)
ga4.pdf (four slides per page, two by two, 999 kb)
ga4s.pdf (four slides per page, four by one, 990 kb)
ga.zip (LaTeX and METAPOST source files, 712 kb)