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To illustrate biological significance of high moments, we construct a nonlinear gene interaction model, demonstrating that skewness and kurtosis could contain useful information of function association among genes in microarrays.
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Using this technique, we can acquire, direction by direction, the most important information of the function and convert it into a small number of basis functions.
The identification of such protein complexes and interactions is valuable, since, on the one hand, detailed information of the function of an unknown membrane protein can be obtained by analysing its interactions with proteins of known function.
To reduce the conservatism of the design, the structural information of membership function characteristics is incorporated.
The wavelet localizes frequency information of signal function which was important for classification.
where m is the position information of exponential function, n is the scale information, A is a normalization factor.
Therefore, we need to add the filtering mechanism to filter the call information of system function and other useless information.
Fractional calculus accumulates the global information of the function in a weighted form, which is also called memory.
On the other hand, the short-time Fourier transform (STFT), as a tool of the time-frequency analysis, contains localized time and frequency information of a function.
Phylogenetically related miRNAs (miRNA families) convey important information of the function and evolution of miRNAs.
However, little information of the function of this gene in innate immune response is available currently.
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