Image classification based on the kohonen network and the data space modification. - Volodymyr Gorokhovatskyi; Iryna Tvoroshenko (CMIS, 2020)

Methods of Classification of Images on the Basis of the Values of Statistical Distributions for the Composition of Structural Description Components. - Yousef Ibrahim Daradkeh; Volodymyr Gorokhovatskyi; Iryna Tvoroshenko; Svitlana Gadetska; Mujahed Al-Dhaifallah (IEEE Access, 2021)

Development of Effective Methods for Structural Image Recognition Using the Principles of Data Granulation and Apparatus of Fuzzy Logic. - Yousef Ibrahim Daradkeh; Iryna Tvoroshenko; Volodymyr Gorokhovatskyi; Liza Abdul Latiff; Norulhusna Binti Ahmad (IEEE Access, 2021)

Tools for Fast Metric Data Search in Structural Methods for Image Classification. - Yousef Ibrahim Daradkeh; Volodymyr Gorokhovatskyi; Iryna Tvoroshenko; Medien Zeghid (IEEE Access, 2022)

Statistical Data Analysis Models for Determining the Relevance of Structural Image Descriptions. - Yousef Ibrahim Daradkeh; Volodymyr Gorokhovatskyi; Iryna Tvoroshenko; Svitlana Gadetska; Mujahed Al-Dhaifallah (IEEE Access, 2023)

Application a Committee of Kohonen Neural Networks to Training of Image Classifier Based on Description of Descriptors Set. - Volodymyr Gorokhovatskyi; Iryna Tvoroshenko; Olena Yakovleva; Monika Hudáková; Oleksii Gorokhovatskyi (IEEE Access, 2024)

Image Description Compression in Classification Structural Methods. - Volodymyr Gorokhovatskyi; Iryna Tvoroshenko; Olena Yakovleva; Monika Hudáková (IEEE Access, 2025)