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Found 7 papers, 6 papers with code
The dynamics of the stomatognathic system from 4D multimodal data
The purpose of this chapter is to discuss methods of acquisition, visualization and analysis of the dynamics of a complex biomedical system, illustrated by the human stomatognathic system.
Selected Methods for non-Gaussian Data Analysis
There are many copula families characterised by various measures of the dependence between marginals.
Methodology Numerical Analysis
Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images
In this paper we present an analysis of a general algorithm for band selection based on higher order cumulants.
The use of the Higher Order Singular Value Decomposition of the 4-cumulant's tensors in features selection and outlier detection
In the presented approach, we collect information about higher order dependencies utilizing the 4th cumulant's tensor.
Methodology
Introducing higher order correlations to marginals' subset of multivariate data by means of Archimedean copulas
Our data transformation algorithm can be used to analyse whether particular machine learning algorithm, especially a dimensionality reduction one, utilises higher order correlations or not.
Data Structures and Algorithms Computation
Algorithm for an arbitrary-order cumulant tensor calculation in a sliding window of data streams
In this work we present a new efficient algorithm for calculation of cumulants of arbitrary order in a sliding window for data streams.
Data Structures and Algorithms Numerical Analysis
Efficient computation of higher order cumulant tensors
In this paper, we introduce a novel algorithm for calculating arbitrary order cumulants of multidimensional data.
Numerical Analysis Data Structures and Algorithms 65Y05, 15A69, 65C60
