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Proposal of New Cluster Analysis Algorithm
(Wydawnictwo Uniwersytetu Łódzkiego, 2006)
One of well-known groups of cluster analysis methods is the group of methods
based on density estimation. In the paper we propose a new method of defining dusters
which consists of two steps. In the first step we find ...
Choice of the Smoothing Parameter in Kernel Density Estimation
(Wydawnictwo Uniwersytetu Łódzkiego, 2006)
Kernel density estimation is one of the main methods available for univariate
density estimation. The problems of choosing the kernel function and choosing the smoothing
parametr are of crucial importance in density ...