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Artificial intelligence as the cognitive value of heuristic models
(ХАІ, 2022)
This article is devoted to heuristic modeling of the structure of interconnections in nano-, bio- and information technologies and in cyber-physical systems, graphic images of which allow studying the fine structure of ...
Adaptive two-step method for providing the desired visual quality for SPIHT
(ХАІ, 2022)
is employed to evaluate the image quality. The research method is based on a validation ex periment that is
conducted for an image set covering different image complexity and texture features. The comparison results ...
Information technology for analysis of waste management objects infrastructure
(ХАІ, 2022)
The subject of study in this article is the process of analyzing infrastructure objects for waste management. The current article increases the objectivity of waste management infrastructure objects estimated by developing ...
Development of tools for information protection of optical text recognition systems
(ХАІ, 2022)
The purpose of the work is to formulate the concept of creating a modern simple and reliable method for protecting information during its transmission over communication channels, to determine the objective criteria for ...
Impact of war on COVID-19 pandemic in Ukraine: the simulation study
(ХАІ, 2022)
This article describes experimental studies of implementing the COVID-19 epidemic pro-cess model in Ukraine based on the polynomial regression method. The constructed model was sufficiently ac-curate in deciding on ...
On COVID-19 epidemic process simulation: three regression approaches investigations
(ХАІ, 2022)
This paper describes experimental research on implementing three regression models of the COVID-19 epidemic process. These are models of linear regression, Ridge regression, and Lasso regression. COVID-19 daily new cases ...
Statistical synthesis of aerospace radars structure with optimal spatio-temporal signal processing, extended observation area and high spatial resolution
(ХАІ, 2022)
Objective is to develop the theory and fundamentals of the technical implementation of airborne radar systems for the formation of high-precision radar images in an extended field of view from aerospace carriers.
A genetic algorithm of optimal design of beam at restricted sagging
(ХАІ, 2022)
A genetic algorithm for solving the problem of optimal beam material distribution along length at a given re-striction on maximum sagging value is suggested. A review of literature sources is conducted and it was shown ...
Heuristic self-organization of knowledge representation and development: analysis in the context of explainable artificial intelligence
(ХАІ, 2022)
The three hypotheses about the explainability of artificial intelligence and the theory of machine identification can be further defined as statements or theorems and strictly proved.
Methods and algorithms for protecting information in optical text recognition systems
(ХАІ, 2022)
The study results can constitute the basis for developing advanced specialized software for easy-to-use commercial OCR systems.