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» Neural Network Classification and Prior Class Probabilities
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NIPS
1996
13 years 11 months ago
Neural Network Classification and Prior Class Probabilities
Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chun...
CDC
2009
IEEE
149views Control Systems» more  CDC 2009»
13 years 11 months ago
Context-dependent multi-class classification with unknown observation and class distributions with applications to bioinformatic
We consider the multi-class classification problem, based on vector observation sequences, where the conditional (given class observations) probability distributions for each class...
Alex S. Baras, John S. Baras
LION
2009
Springer
129views Optimization» more  LION 2009»
14 years 4 months ago
Expeditive Extensions of Evolutionary Bayesian Probabilistic Neural Networks
Abstract. Probabilistic Neural Networks (PNNs) constitute a promising methodology for classification and prediction tasks. Their performance depends heavily on several factors, su...
Vasileios L. Georgiou, Sonia Malefaki, Konstantino...
PAMI
2008
173views more  PAMI 2008»
13 years 9 months ago
Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities
This study investigates Bayes classification of online Arabic characters using histograms of tangent differences and Gibbs modeling of the class-conditional probability density fun...
Neila Mezghani, Amar Mitiche, Mohamed Cheriet