arXiv subjects

A. A. Kytmanov

Publications and source records attributed to A. A. Kytmanov.

2 recordsLinked to original sources

arXiv2020

Student-at-risk detection by current learning performance indicators using Bayesian networks

The present article is focused on the problem of prediction of student failures with the purpose of their possible prevention by timely introducing supportive measures. We propose a concept for building a predictive model based on Bayesian networks for an academic course or module taught in a blended learning format. Our empirical studies confirm that the proposed approach is perspective for the development of an early warning system for various stakeholders of the educational process.

stat.AP↗

arXiv2016

Algorithmic computation of polynomial amoebas

We present algorithms for computation and visualization of amoebas, their contours, compactified amoebas and sections of three-dimensional amoebas by two-dimensional planes. We also provide method and an algorithm for the computation of~polynomials whose amoebas exhibit the most complicated topology among all polynomials with a fixed Newton polytope. The presented algorithms are implemented in computer algebra systems Matlab 8 and Mathematica 9.

cs.CG↗