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9

ICANN
2009
Springer

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Recognition of Properties by Probabilistic Neural Networks

13 years 11 months ago

Recognition of Properties by Probabilistic Neural Networks

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The statistical pattern recognition based on Bayes formula implies the concept of mutually exclusive classes. This assumption is not applicable when we have to identify some non-exclusive properties and therefore it is unnatural in biological neural networks. Considering the framework of probabilistic neural networks we propose statistical identiﬁcation of non-exclusive properties by using one-class classiﬁers.

Jiri Grim, Jan Hora

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Artificial Intelligence | ICANN 2009 | Neural Networks | Non-exclusive Properties | Statistical Pattern Recognition |

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Added	26 May 2010
Updated	26 May 2010
Type	Conference
Year	2009
Where	ICANN
Authors	Jiri Grim, Jan Hora

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