In the paper, a new method for solving the multiple linear regression task via a linear
polynomial as a constructive formula is proposed. It is based on the use of high-speed …

The detection and removal of malicious social bots in social networks has become an area
of interest in industry and academia. The widely used bot detection method based on …

An effective solution of the prediction tasks requires the high accuracy of the result with
minimal resource and time costs for the operation of the chosen algorithm. In cases when …

The paper presents a developed software solution that implements a new learning model
and application of artificial neural networks, ie the Successive Geometric Transformations …

The article proposes a new insurance medical cost prediction method. It is based on the
piecewise-linear approach using the SGTM neural-like structure. Piecewise-linear approach …

The paper describes the committee of non-iterative artificial intelligence tools for solving the
regression task. It is based on the use of high-speed neural-like structures with extended …

Targeted therapy is an effective treatment for non-small cell lung cancer. Before treatment,
pathologists need to confirm tumor morphology and type, which is time-consuming and …

A new method for constructing a committee based on the use of a set of SGTM Neural-Like
Structures with RBF kernel for solving regression tasks was developed. The use of the RBF …

In this paper, we propose a new committee-based method for insurance data analytics
problem. The main idea of the method is to increase the prediction task's accuracy. The …

The article describes the solving of data mining task using neural-like structures of
Successive Geometric Transformations Model (NLS SGTM). The main problems of this task …