46 search results - page 1 / 10 » Recognition of Properties by Probabilistic Neural Networks |
ICANN
2009
Springer
13 years 11 months ago
2009
Springer
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-ex...
ICANN
2010
Springer
13 years 5 months ago
2010
Springer
We discuss the problem of overfitting of probabilistic neural networks in the framework of statistical pattern recognition. The probabilistic approach to neural networks provides a...
FLAIRS
2000
13 years 6 months ago
2000
In this note we present and discuss results of experiments comparing the performance of six neural network architectures (back propagation, recurrent network with dampened feedbac...
SSPR
1998
Springer
13 years 9 months ago
1998
Springer
A novel method to improve the generalization performance of the Minimum Classification Error (MCE) / Generalized Probabilistic Descent (GPD) learning is proposed. The MCE/GPD learn...
ICIP
2004
IEEE
14 years 6 months ago
2004
IEEE
Video retrieval in consumer applications demands high level semantic descriptors such as people's identity. The problem is that in a variety of videos such as home videos, Ho...