28 citations · 166 across the 19 of their papers we have counts for
4 papers · 1 filter
Selected Methods for non-Gaussian Data Analysis
Krzysztof Domino
The basic goal of computer engineering is the analysis of data. Such data are often large data sets distributed according to various distribution models. In this manuscript we focu…
Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images
Przemysław Głomb, Krzysztof Domino, Michał Romaszewski +1
In the small target detection problem a pattern to be located is on the order of magnitude less numerous than other patterns present in the dataset. This applies both to the case o…
Multivariate cumulants in outlier detection for financial data analysis
Krzysztof Domino
There are many research papers yielding the financial data models, where returns are tied either to the fundamental analysis or to the individual, often irrational, behaviour of in…
Introducing higher order correlations to marginals' subset of multivariate data by means of Archimedean copulas
Krzysztof Domino, Adam Glos
In this paper, we present the algorithm that alters the subset of marginals of multivariate standard distributed data into such modelled by an Archimedean copula. Proposed algorith…