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k-means classification was performed using the Matlab function kmeans using 50 replicates; spectral clustering with the function SpectralClustering from Matlab file exchange; hierarchical clustering with the Matlab function clustergram with linkage method ward.
The four parameters were obtained using the MATLAB function 'nlinfit'nlinfit
We now further refine their values using the Matlab function fminsearch which employs the Nelder-Mead method.
The 8 image features, hereafter referred to as STANDARD (Table 2), were extracted by using the MATLAB function 'regionprops' and 'graycoprops'graycoprops
Using the MATLAB function mherzo.m written by Zhang and Jin (1996) I have generated 9-point one-dimensional Gauss-Hermite weights, w r and nodes z r (r=1,..,9).
Considering the omnidirectional antenna, we solved the linear optimization problem without optimization bounds in the well-defined least square sense by using the Matlab function m l d i v i d e, similar as the LIvE method for the omnidirectional Tx case.
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Random variates were generated using the Matlab functions gamrnd and poissrnd.
Specifically, we used the Matlab function gamultiobj, from the Global Optimization Toolbox.
Here we used the Matlab function 'fmincon' to find the optimum solution.
To perform this operation we used the Matlab function bwmorph, which uses an algorithm described by W. K. Pratt [ 27]. Figure 5 d) shows the segmented manual annotation of the capillary network of the same INL.
Execution time has been measured by using the Matlab stopwatch function tic/toc.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com