Learning-based image scaling using neural-like structure of geometric transformation paradigm

R Tkachenko, P Tkachenko, I Izonin… - Advances in soft …, 2018 - Springer
In this chapter, it is proposed the solutions of a problem of changing image resolution based
on the use of computational intelligence means, which are constructed using the new neuro …

An integral software solution of the SGTM neural-like structures implementation for solving different Data Mining Tasks

R Tkachenko - Lecture Notes in Computational Intelligence and …, 2022 - Springer
The paper presents a developed software solution that implements a new learning model
and application of artificial neural networks, ie the Successive Geometric Transformations …

Single-frame image super-resolution based on singular square matrix operator

Y Rashkevych, D Peleshko… - 2017 IEEE First …, 2017 - ieeexplore.ieee.org
In the paper the method of single-frame image super-resolution based on the singular
decomposition of matrix operator of the convergence square matrix operator is proposed …

Imbalance data classification via neural-like structures of geometric transformations model: Local and global approaches

R Tkachenko, A Doroshenko, I Izonin… - Advances in Computer …, 2019 - Springer
The classification task is one of the most widespread among the tasks of Data Mining-spam
detection, medical diagnosis, ad targeting, risk assessment and image classification …

[PDF][PDF] Influencing Factors Analysis on European and World Regional Economies Development Caused by War in Ukraine Based on Multi-Criteria Decision-Making …

V Vysotska, M Bublyk, Y Matseliukh, M Shevchenko… - MoMLeT+ DS, 2023 - ceur-ws.org
The paper examines the level of unfavorable factors influencing the indicators of the
development of the economies of Europe and the world, which were caused by the war in …

Application perfected wave tracing algorithm

M Nazarkevych, Y Kynash, R Oliarnyk… - 2017 IEEE First …, 2017 - ieeexplore.ieee.org
Vectorization is happened by a wave method. The wave method is to analyze the path of the
way to the spherical wave in the image. At every step is analyzed offset center of point's …

Composing method of anti-interference codes based on non-equidistant structures

O Riznyk, O Povshuk, Y Kynash… - 2017 XIIIth International …, 2017 - ieeexplore.ieee.org
The main problem considered in the article is the appearance of interferences in the
information formed by increasing number of users of computer tech, high volume circulation …

Gabor filters generalization based on ateb-functions for information security

I Dronyuk, M Nazarkevych, Z Poplavska - … at Kraków, Poland, October 3-6 …, 2018 - Springer
The generalisation of one-and two-dimensional Gabor filters on the basis of periodic Ateb-
functions were constructed. These filters can be applied with two additional parameters …

An images filtration using the Ateb-Gabor method

M Nazarkevych, R Oliarnyk… - 2017 12th International …, 2017 - ieeexplore.ieee.org
There is an image filtration using an Ateb-Gabor method realized. Filtration in the frequency
area requires implementation of such changes sequence: discrete two-dimensional image …

Information technologies of optimization of structures of the systems are on the basis of combinatorics methods

R Oleg, K Yurii, P Oleksandr… - 2017 12th International …, 2017 - ieeexplore.ieee.org
In the article information technologies of optimization of structures of the technical systems
are examined at numerical bundles as comfortable mathematical models with a non-uniform …