Publication Details

Utilization of Systematic Approach to Uncertainty

MARTINEK David. Utilization of Systematic Approach to Uncertainty. In: Proceedings of XXIXth International Autumn Colloquium ASIS 2007 Advanced Simulation of Systems. Ostrava, 2007, pp. 161-166. ISBN 978-80-86840-34-5.
Czech title
Využití systematického přístupu k neurčitosti
Type
conference paper
Language
english
Authors
Martinek David, Ing. (DIFS FIT BUT)
Keywords

Generalized Information Theory, Artificial Neural Networks, uncertainty, modelling and simulation.

Abstract

This paper is a short study about utilization of a systematic approach to handle uncertainty in the context of artificial neural networks and modelling and simulation. The systematic approach to handle uncertainty is wrapped by theory known as Generalized Information Theory. This theory unites several uncertainty based formalisms into one complex theory. This paper brings a short overview of Generalized Information Thory and it also deals with how the results of this theory can be used for better design  and optimization of some types of artificial neural networks as well as for interpretation of their results.

Published
2007
Pages
161-166
Proceedings
Proceedings of XXIXth International Autumn Colloquium ASIS 2007 Advanced Simulation of Systems
Conference
29th International Autumn Colloquium Advanced Simulation of Systems - ASIS 2007, Sv. Hostýn, CZ
ISBN
978-80-86840-34-5
Place
Ostrava, CZ
BibTeX 
@INPROCEEDINGS{FITPUB8527,
   author = "David Martinek",
   title = "Utilization of Systematic Approach to Uncertainty",
   pages = "161--166",
   booktitle = "Proceedings of XXIXth International Autumn Colloquium ASIS 2007 Advanced Simulation of Systems",
   year = 2007,
   location = "Ostrava, CZ",
   ISBN = "978-80-86840-34-5",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8527"
}
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