Moreover, the intra-scale correlations between wavelet coefficients form a quadtree, and this structure is exploited to identify additional basis functions to refine the model.
Due to its superior performance on prediction accuracy, we chose RBF-SVM (support vector machine with the radial basis function kernel as the decision function) to identify the mature miRNA location.
These values were then multiplied by each of the original basis functions, summed to identify a subject-specific HRF, and the lag time identified as the time the maximum of the positive peak was reached.
We fitted regression splines with step functions as basis functions to the time-ordered measurements.
We ran LIBSVM (Chang and Lin, 2011) with a radial basis function kernel to identify the trade-off and gamma parameters that give the highest average Matthews correlation coefficient (MCC see below for the definition across 10-fold cross validation experiments.
Basis functions are used to identify the controllable components of the system and it is demonstrated how by selecting dynamics for each spatial mode, enhanced performance is achieved.
This investigation proposes a method, UbSite, which incorporates the efficient radial basis function (RBF) network to identify ubiquitin conjugation sites on protein sequences.
Motivated by the importance of ubiquitin conjugation in biological processes, this investigation develops a method, UbSite, which uses utilizes an efficient radial basis function (RBF) network to identify protein ubiquitin conjugation (ubiquitylation) sites.
The correctly classified proteins have the same function, which provides analysis basis for us to identify protein functional modules and predict protein function accurately.
The utility of the proposed basis functions in identifying the HRF is demonstrated by estimating the HRF in different activated regions.
