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 …

On the size of weights for bithreshold neurons and networks

V Kotsovsky, A Batyuk… - 2021 IEEE 16th …, 2021 - ieeexplore.ieee.org
The paper deals with the issues concerning the memory capacity sufficient to store all
coefficients of a bithre-shold neurons and networks without loss of their capability to solve …

[PDF][PDF] Hybrid 4-Layer Bithreshold Neural Network for Multiclass Classification.

V Kotsovsky - COLINS (1), 2023 - ceur-ws.org
The questions related to the improvement of the performance of bithreshold classifiers are
treated in the paper. The new 4-layer neural network architecture is proposed whose first …

[PDF][PDF] Моделі та методи підтримки персоналізованих рішень у медичних системах

НІ Мельникова - На правах рукопису. Дисертаційна робота на … - lpnu.ua
У дисертаційній роботі вирішено важливу науково-прикладну проблему розроблення
та удосконалення моделей, методів і засобів машинного навчання в задачах …

Spectral Approach to Solving the Problem of Bithreshold Separability

V Kotsovsky, A Batyuk - 2022 IEEE 17th International …, 2022 - ieeexplore.ieee.org
The paper deals with the issues concerning the application of methods of harmonic analysis
in the theory of bithreshold neural units. We show that the values of spectral coefficients of …

3-Layer Neural Network Classifier With the Heterogeneous Hidden Layers

V Kotsovsky, V Lazoryshynets - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The ways to improve the performance of classifiers based on the bithreshold architecture are
considered in the paper. The model of 3-layer neural network binary classifier is proposed …

Decision List-Based Representation of Bithreshold Functions

V Kotsovsky, A Batyuk - 2021 IEEE 16th International …, 2021 - ieeexplore.ieee.org
The paper deals with the issues concerning the computation of Boolean bithreshold
functions by decision lists. We give and justify conditions ensuring the possibility of the …

The Formation of Method for Evaluation of Integral Parameters of the Patient's Condition Monitoring, Forecasting of Consolidated Data

A Trunov, V Koshovyi - 2021 IEEE 4th International Conference …, 2021 - ieeexplore.ieee.org
The integrated indicator is proposed, that connects quantitative and qualitative medical
parameters. Its properties are investigated. It is shown that the upper boundary of its …