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112
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IWANN
2001
Springer
15 years 6 months ago
2001
Springer
A novel approach to calculate the generalization error of the support vector machines and a new support vector machine–nonsymmatic support vector machine–is proposed here. Our ...
IJCNN
2000
IEEE
15 years 6 months ago
2000
IEEE
This paper deals with the more recent results obtained by the application of the CSLU Toolkit frame-based hybrid HMM/ANN architecture on the connected digit recognition task for t...
119
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IJCNN
2000
IEEE
15 years 6 months ago
2000
IEEE
The problem of designing input signals for optimal generalization in supervised learning is called active learning. In many active learning methods devised so far, the bias of the...
104
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IWANN
1999
Springer
15 years 6 months ago
1999
Springer
In this paper, a new algorithm for blind inversion of Wiener systems is presented. The algorithm is based on minimization of mutual information of the output samples. This minimiz...
111
Voted
ICRA
1998
IEEE
15 years 6 months ago
1998
IEEE
We present a setup to control a four- nger anthropomorphic robot hand using a dataglove. To be able to accurately use the dataglove we implemented a nonlinear learning calibration...