USE OF COMPUTATIONAL INTELLIGENCE (FUZZY SYSTEMS)
Computational Intelligence in medical and technical applications -
conditions and methods
PRESENTERS:Madjid Fathi-Torbaghan and Christopher Tresp,
The Computational Intelligence Group, The University of Dortmund
This tutorial will yield a principal insight into the possibilities for
the use of Neural Networks, Fuzzy Systems and Evolutionary Algorithms in
the context of medical and technical applications.
One important aspect will be the basic assumption for medical
applications which is given by the doctors acceptance and the safeness
of the used method.
Accoreding to this the aspect is further given by the different
methods, which will fit the task of the high uncertainy field of medicine.
So it is necessary to use sophisticated methods for development and
optimization of medical systems.
Some topics are:
- ECG/EEG diagnosis
- cerebral tumor analysis
- pattern recognition on MR-Tomograms
The other aspect is given by the field of mechanical engineering. The
main interest in this tutorial lays in the optimization of fuzzy sets
with Evolution Strategies.
Additional topics are:
- material design