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However, when the relationship between genes is not linear but it is described by functions of more than one predictor gene, it is expected that the inference by methods based on the entropy concept produces better results than those based on Pearson correlation.
This paper presents a novel methodology of estimating these errors based on the entropy generation analysis.
We first propose a new discrete-velocity model, based on the entropy minimization principle.
To capture temperature and species discontinuities a nonlinear diffusivity based on the entropy gradient is added.
The objective part is calculated based on the entropy concept through analyzing the data regardless of decision makers' comments.
Then Cloude and Pottier presented an unsupervised method based on the entropy H and α angle distribution [1].
Similar(8)
Song and Liò [29] developed an EEG epilepsy detection scheme based on the entropy-based feature extraction and extreme learning machine.
Based on the entropy-driven toehold-mediated hairpin displacement (ETHDA), a facile and sensitive one-step fluorescence sensing platform has been proposed for the evaluation DNA methylation process catalyzed by methyltransferase (MTase).
A measure of mixing, based on the information entropy, has been used to quantify the progress of mixing with time.
The classifier screens the informative features to build decision trees based on the information entropy concept.
Two common methods of entropy generation calculation, one based on the overall entropy balance on a system and the other based on the local entropy generation rate calculation, are used and compared in this study.
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