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168
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IJON
2000
2000
Synthesis approach for bidirectional associative memories based on the perceptron training algorithm
15 years 6 months ago
Bidirectional associative memories are being used extensively for solving a variety of problems related to pattern recognition. In the present paper, a new synthesis approach is d...
164
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MCS
2002
Springer
15 years 6 months ago
2002
Springer
We empirically evaluate several state-of-the-art methods for constructing ensembles of classifiers with stacking and show that they perform (at best) comparably to selecting the be...
175
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MCS
2007
Springer
15 years 6 months ago
2007
Springer
We describe a Monte Carlo method for the numerical computation of the principal eigenvalue of the Laplace operator in a bounded domain with Dirichlet conditions. It is based on th...
152
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PR
2007
15 years 6 months ago
2007
A set of orthonormal polynomials is proposed for image reconstruction from projection data. The relationship between the projection moments and image moments is discussed in detai...
160
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PR
2007
15 years 6 months ago
2007
This paper demonstrates that the imbalanced data sets have a negative effect on the performance of LDA theoretically. This theoretical analysis is confirmed by the experimental r...