Yu.E. Gapanyuk

Ю.Е. Гапанюк

14 articles 2016–2025

2025

Evaluation of semantic similarity between sentences in Russian using sentence transformers Neurocomputers, No. 5, 2025 pp. 17-22
Research of unsupervised machine learning methods for data analy-sis and preparation and modern approaches to building machine learning models – automated machine learning systems Neurocomputers, No. 1, 2025 pp. 47-55

2023

Features of the implementation of metagraph agents based on the production approach Dynamics of Complex Systems - XXI century, No. 3, 2023 pp. 78-84
Representation of a metagraph model as a category Dynamics of Complex Systems - XXI century, No. 3, 2023 pp. 72-77
Development of a library for the group method of data handling Dynamics of Complex Systems - XXI century, No. 2, 2023 pp. 51-65

2020

A hybrid intelligent information system for physical exercise motion recognition Dynamics of Complex Systems - XXI century, No. 3, 2020 pp. 35-43
Using the metagraph approach in conceptual modeling Dynamics of Complex Systems - XXI century, No. 2, 2020 pp. 54-62
Аrecommendation system building based on the approach of hybrid intelligent information systems Dynamics of Complex Systems - XXI century, No. 2, 2020 pp. 42-53
Automatic question generation based on texts and knowledge graphs Dynamics of Complex Systems - XXI century, No. 4, 2020 pp. 55-64

2017

Analysis of the deep neural networks characteristics in the context of digits recognition task Neurocomputers, No. 2, 2017 pp. 24-30

2016

Time series forecasting based on symbolic regression Information-measuring and Control Systems, No. 12, 2016 pp. 140-142
Predicate representation of metagraph data model Information-measuring and Control Systems, No. 12, 2016 pp. 122-131
The structure of the hybrid intelligent information system based on metagraphs Neurocomputers, No. 9, 2016 pp. 3-13
The data clustering on the base of Self-organizing incremental neural networks and Markov clustering algorithm Neurocomputers, No. 4, 2016 pp. 3-13