The use of a visual analytical system in machine learning is the basis for the integration of
human and the use of his intellectual capabilities in the construction of models. At the same …

Information technology allowing one to implement the tasks of classification, clustering,
studying the topology of the data of the information component is proposed. The …

Анотація The presented study investigates a human-centric approach to implementing
human-in-the-loop models for healthcare diagnostics. The following tasks were considered …

The widespread and rapid distribution and application of artificial intelligence (AI) systems
requires the development of formalized approaches and the construction of basic principles …

The problem of the structural method of ontology alignment and the more formally
represented structured domain is considered. The applied area of research belongs to the …

Detection of atypical data and outliers is an important and difficult task. Data that are
considered atypical in turn are characterized by a set of features that determine their …

A study of the smart grid cyber-physical system functioning was conducted and a behavioral
model of its functioning was proposed. The concept of the object, event and state of the …