3716 search results - page 435 / 744 » On the monotonization of the training set |
175
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PPSN
1998
Springer
15 years 11 months ago
1998
Springer
We present a novel approach to concept learning in which a coevolutionary genetic algorithm is applied to the construction of an immune system whose antibodies can discriminate bet...
191
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SSPR
1998
Springer
15 years 11 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...
196
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ICANN
1997
Springer
15 years 11 months ago
1997
Springer
This paper proposes a novel solution to the problem of pose estimation of three-dimensional objects using feature maps. Our approach relies on quaternions as the mathematical repre...
155
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KDD
1997
ACM
15 years 11 months ago
1997
ACM
In many data mining applications we are given a set of training examples and asked to construct a regression machine or a classifier that has low prediction error or low error rat...
179
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COLT
1992
Springer
15 years 11 months ago
1992
Springer
We propose an algorithm called query by committee, in which a committee of students is trained on the same data set. The next query is chosen according to the principle of maximal...