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The significant genes are selected based on reconstructed approximation information using genetic algorithm.
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The wavelet transform is used to extract approximation coefficients, while the genetic algorithm is applied to select features optimized from a gene model reconstructed based on orthogonal approximation coefficients.
Step 3 Reconstructing the signal: Reconstruct the denoised signal based on the original approximation coefficients of level N and the modified detail coefficients of levels from 1 to N. The major signal information mainly concentrates in the low frequency sub-band of wavelet transform domain.
Furthermore, in order to detect the key genes in the classification of cancer tissue, we reconstruct the approximation part of gene profiles based on orthogonal approximation coefficients.
Based on sparse approximation of piecewise smooth functions in frame domain, we propose a new tight frame based formulation for reconstructing a piecewise smooth surface from a sparse range data set, which is robust to both additive noise and outliers.
Most price indexes are based on some approximation to such a sampling design.
The method is based on an approximation result that we called the 'A-caloric approximation lemma'.
The other approach is based on pair approximation.
It is most often based on an approximation.
And the answer is that it's based on an approximation that isn't actually valid".
*95% CI based on normal approximation to the binomial.
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