374 search results - page 10 / 75 » Generalized Gaussian distributions for sequential data class... |
102
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UAI
2008
15 years 15 days ago
2008
Confidence measures for the generalization error are crucial when small training samples are used to construct classifiers. A common approach is to estimate the generalization err...
87
Voted
IJON
1998
14 years 10 months ago
1998
: The performances of Normalised RBF (NRBF) nets and standard RBF nets are compared in simple classification and mapping problems. In Normalized RBF networks, the traditional roles...
70
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ICML
2005
IEEE
15 years 12 months ago
2005
IEEE
A logistic regression classification algorithm is developed for problems in which the feature vectors may be missing data (features). Single or multiple imputation for the missing...
ICONIP
2008
15 years 16 days ago
2008
This paper presents a novel and notable swarm approach to evolve an optimal set of weights and architecture of a neural network for classification in data mining. In a distributed ...
93
Voted
ICPR
2004
IEEE
16 years 5 days ago
2004
IEEE
Bayesian analysis is a popular subspace based face recognition method. It casts the face recognition task into a binary classification problem with each of the two classes, intrap...