Homogeneous adaboost ensemble machine learning algorithms with reduced entropy on balanced data

MT Ramakrishna, VK Venkatesan, I Izonin, M Havryliuk… - Entropy, 2023 - mdpi.com
Today's world faces a serious public health problem with cancer. One type of cancer that
begins in the breast and spreads to other body areas is breast cancer (BC). Breast cancer is …

A two-step data normalization approach for improving classification accuracy in the medical diagnosis domain

I Izonin, R Tkachenko, N Shakhovska, B Ilchyshyn… - Mathematics, 2022 - mdpi.com
Data normalization is a data preprocessing task and one of the first to be performed during
intellectual analysis, particularly in the case of tabular data. The importance of its …

Individualized short-term electric load forecasting using data-driven meta-heuristic method based on LSTM network

L Sun, H Qin, K Przystupa, M Majka, O Kochan - Sensors, 2022 - mdpi.com
Short-term load forecasting is viewed as one promising technology for demand prediction
under the most critical inputs for the promising arrangement of power plant units. Thus, it is …

Real estate app development based on AI/VR technologies

I Miljkovic, O Shlyakhetko, S Fedushko - Electronics, 2023 - mdpi.com
This paper deals with an investigation centered on developing a real estate app on the basis
of Artificial Intelligence and Virtual Reality technologies. The study explores the advantages …

An advanced decision tree-based deep neural network in nonlinear data classification

M Arifuzzaman, MR Hasan, TJ Toma, SB Hassan… - Technologies, 2023 - mdpi.com
Deep neural networks (DNNs), the integration of neural networks (NNs) and deep learning
(DL), have proven highly efficient in executing numerous complex tasks, such as data and …

Smart web service of ti-based alloy's quality evaluation for medical implants manufacturing

I Izonin, R Tkachenko, Z Duriagina, N Shakhovska… - Applied Sciences, 2022 - mdpi.com
The production of biocompatible medical implants is accompanied by technological and
time costs. As a result, to be used in the human body, such a product must be of the highest …

Modeling and Comparative Analysis of Multi-Agent Cost Allocation Strategies Using Cooperative Game Theory for the Modern Electricity Market

S Shandilya, Z Szymanski, SK Shandilya, I Izonin… - Energies, 2022 - mdpi.com
The electrical market scenario has changed drastically in the last decade. In the presence of
increased competition and less tolerant players, more sophisticated methods are required to …

Analytical Review of the Methods of Multifunctional Digital Mueller-Matrix Laser Polarimetry

Z Hu, YA Ushenko, IV Soltys, OV Dubolazov… - … -Matrix Tomography of …, 2024 - Springer
We present the materials of analytical review of modern scientific literature, which deals with
the interaction of polarized radiation with phase-inhomogeneous and optically anisotropic …

Entropy-argumentative concept of computational phonetic analysis of speech taking into account dialect and individuality of phonation

V Kovtun, O Kovtun, A Semenov - Entropy, 2022 - mdpi.com
In this article, the concept (ie, the mathematical model and methods) of computational
phonetic analysis of speech with an analytical description of the phenomenon of phonetic …

Towards data normalization task for the efficient mining of medical data

I Izonin, B Ilchyshyn, R Tkachenko… - 2022 12th …, 2022 - ieeexplore.ieee.org
The paper investigates the problem of data normalization in solving medical diagnostics
tasks by machine learning algorithms. The authors describe five different data normalization …