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Importance of Characteristic Features and Their Form for Data Exploration [PDF]
EntropyThe nature of the input features is one of the key factors indicating what kind of tools, methods, or approaches can be used in a knowledge discovery process.
Urszula Stańczyk +2 more
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Generalised discretisation of continuous-time distributions [PDF]
The Journal of Engineering, 2020 In this study, the definition of discretisation that was proposed recently for continuous-time distributions is made applicable not only to ordinary functions but to a variety of distributions including weak derivatives such that they could be viewed ...
Shin Kawai, Noriyuki Hori, Noriyuki Hori
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Data irregularities in discretisation of test sets used for evaluation of classification systems: A case study on authorship attribution [PDF]
Bulletin of the Polish Academy of Sciences: Technical Sciences, 2021 When patterns to be recognised are described by features of continuous type, discretisation becomes either an optional or necessary step in the initial data pre-processing stage.
Urszula Stańczyk, Beata Zielosko
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Approximate Deconvolution Discretisation
Computers & Mathematics with Applications, 2023 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
A. Boguslawski +2 more
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PLoS ONE, 2022 The dynamic performance of the Model Predictive Control (MPC) of an Induction Motor (IM) relies on the accuracy and computational efficiency of the Discretisation Technique (DT).
Hasan Alqaraghuli +4 more
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Numerical Valuation of American Basket Options via Partial Differential Complementarity Problems
Mathematics, 2021 We study the principal component analysis based approach introduced by Reisinger and Wittum (2007) and the comonotonic approach considered by Hanbali and Linders (2019) for the approximation of American basket option values via multidimensional partial ...
Karel J. in’t Hout, Jacob Snoeijer
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A corrected finite-difference scheme for the flexure equation with abrupt changes in coefficient [PDF]
Solid Earth, 2023 The fourth-order differential equation describing elastic flexure of the lithosphere is one of the cornerstones of geodynamics that is key to understanding topography, gravity, glacial isostatic rebound, foreland basin evolution, and a host of other ...
D. Hindle, O. Besson
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Discretising the Herman–Kluk propagator [PDF]
Numerische Mathematik, 2017 The Herman--Kluk propagator is a popular semi-classical approximation of the unitary evolution operator in quantum molecular dynamics. In this paper we formulate the Herman--Kluk propagator as a phase space integral and discretise it by Monte Carlo and quasi-Monte Carlo quadrature.
Lasser, Caroline, Sattlegger, David
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Fractal and Fractional, 2023 In this paper, the numerical method for a multiterm time-fractional reaction–diffusion equation with classical Robin boundary conditions is considered. The full discrete scheme is constructed with the L1-finite difference method, which entails using the ...
Jian Hou +4 more
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IET Microwaves, Antennas & Propagation, 2023 The improved hybrid discretisation of volume integral equation (VIE) combined with the characteristic basis function method is proposed to analyse the scattering from complex dielectric objects in this study.
Fei Huang, Yufa Sun, Ming Li, Dalei Wang
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