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Here we present a rotation-invariant feature extraction methodology based on a structural approach using co-occurrence statistics.
Kannathal et al. [91] developed a feature extraction methodology based on correlation dimension (CD), largest lyapunov exponent (LLE), entropies and Hurst exponent (H) to extract characteristic features from the EEGs of alcoholics.
Our novel feature extraction methodology, based on a mathematical model of the radioactive emission, reduces variability due to saturation, neighbourhood effects and variable probe amount.
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This observation calls into question rule extraction methodologies based on pruning, since this practice can lock the network into a subspace of achievable continuous valued logic functions that prevent it from mapping the simplest logic to explain the data.
Hull soluble polysaccharide (HSPS) is a novel product consisting in a mixture of polysaccharides and proteins extracted from soy hulls by using a methodology based on the extraction of citric pectins.
A methodology based on pressurized liquid extraction (PLE) followed by gas chromatography tandem mass spectrometry (GC MS/MS) has been developed for the simultaneous analysis of different classes of UV filters including methoxycinnamates, benzophenones, salicylates, p-aminobenzoic acid derivatives, and others in cosmetic products.
The response surface methodology based on Box-Behnken Design was employed to further optimize extraction conditions.
Response surface methodology based on the Box Behnken design was applied to optimize the extraction conditions of iridoid glycosides.
Therefore, response surface methodology, based on Box Behnken design, was used to optimize the ultrasonic extraction conditions of F. velutipes polysaccharides (FVP).
Parameters implied in the extraction process; such us temperature, static time, number of extraction cycles, purge time and flush volume; have been optimised using a formal methodology based on statistical experimental design in order to obtain the best results.
A methodology based on design of experiments (DOE) was implemented to increase the extraction efficiency.
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