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MEMBERS OF RESEARCH CENTER
Research Centre
Data - Algorithms - Decision Making
Data - Algorithms - Decision Making
Established in 2005 under support of MŠMT ČR (project 1M0572)
Publications
A Neural Network Approach to the Fuzzy Transform
Typ:
Jornal article
Authors:
Name of journal:
Fuzzy Sets and Systems
Batch:
160
Year:
2009
Number:
7
Pages:
1037-1047
ISSN:
0165-0114
Keywords:
Fuzzy transform; approximation; neural network; learning
Anotation:
In the terminology of the neural networks the F-transform uses so called off-line learning. However, for certain applications an on-line learning algorithm has to be implemented. We study the F-transform from the neural network point of view and we introduce an on-line algorithm tuning the fuzzy partition used in the F-transform method.