567 search results - page 71 / 114 » Convergence of a Neural Network Classifier |
ICANN
2001
Springer
14 years 1 months ago
2001
Springer
In manipulating data such as in supervised learning, we often extract new features from original features for the purpose of reducing the dimensions of feature space and achieving ...
ANNPR
2006
Springer
14 years 25 days ago
2006
Springer
Abstract. In our previous work we have shown that Mahalanobis kernels are useful for support vector classifiers both from generalization ability and model selection speed. In this ...
SAC
2008
ACM
13 years 8 months ago
2008
ACM
In this paper we provide a study about crime scenes and its features used in criminal investigations. We argue that the crime scene provides a large set of features that can be us...
ICRA
2009
IEEE
13 years 6 months ago
2009
IEEE
This paper describes an approach to surface identification in the context of mobile robotics, applicable to supervised and unsupervised learning. The identification is based on ana...
ISNN
2009
Springer
14 years 3 months ago
2009
Springer
In real-world applications, it has been observed that class imbalance (significant differences in class prior probabilities) may produce an important deterioration of the classifie...