An Approximation Cascade Scheme via Rational Fractions for Biomedical Data Analysis

Author:

Izonin Ivan1,Tkachenko Roman2,Shcherbii Ostap1,Berezsky Oleh3,Krak Iurii4,Oliinyk Maksym1

Affiliation:

1. Lviv Polytechnic National University,Department of Artificial Intelligence,Lviv,Ukraine

2. Lviv Polytechnic National University,Department of Publishing Information Technologies,Lviv,Ukraine

3. West Ukrainian National University,Department of Computer Engineering,Ternopil,Ukraine

4. Taras Shevchenko National University of Kyiv,Department of Theoretical Cybernetics,Kyiv,Ukraine

Publisher

IEEE

Reference19 articles.

1. A linear ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis;izonin;International Journal of Intelligent Systems,2023

2. An Integral Software Solution of the SGTM Neural-Like Structures Implementation for Solving Different Data Mining Tasks;tkachenko;Lecture Notes on Data Engineering and Communications Technologies,2022

3. Hybridization of the SGTM Neural-Like Structure Through Inputs Polynomial Extension

4. SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical Datasets

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