Gaussian Kernel Density Estimator for Voxel Size Selection in Atom Probe Tomographydoi:10.1017/s1431927613006958K. KaluskarK. RajanCambridge University Press (CUP)
A method for adaptively calculating a size of Gaussian kernel in a crowd counting system. The steps of the method comprise: dividing a crowd density map into a plurality of rectangular areas at equal intervals; calculating a k nearest human head average distance estimated value at the current ...
Radial basis function kernelSpherical dataIn this paper, we consider clustering based on the kernel principal component analysis (KPCA) for high-dimension, low-sample-size (HDLSS) data. We give theoretical reasons why the Gaussian kernel is effective for clustering high-dimensional data. In ...
In particular, we investigate asymptotic properties of the BC-SVM having the Gaussian kernel and compare them with the ones having the linear kernel. We show that the performance of the BC-SVM is influenced by the scale parameter involved in the Gaussian kernel. We discuss a choice of the ...