Volodymyr Gorokhovatskyi

18 papers Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Feature Space Quantization and Application of Metrics in Structural Methods of Image Recognition.
IEEE Access
Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Olena Yakovleva, Monika Hudáková
2025 J jnl
Image Description Compression in Classification Structural Methods.
IEEE Access
Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Olena Yakovleva, Monika Hudáková
2024 J jnl
Application a Committee of Kohonen Neural Networks to Training of Image Classifier Based on Description of Descriptors Set.
IEEE Access
Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Olena Yakovleva, Monika Hudáková, Oleksii Gorokhovatskyi
2024 J jnl
Improving the Effectiveness of Image Classification Structural Methods by Compressing the Description According to the Information Content Criterion.
Comput. Mater. Continua
Yousef Ibrahim Daradkeh, Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Medien Zeghid
2023 J jnl
Accelerating Image Classification based on a Model for Estimating Descriptor-to-Class Distance.
Int. J. Comput.
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Natalia Stiahlyk
2023 J jnl
Statistical Data Analysis Models for Determining the Relevance of Structural Image Descriptions.
IEEE Access
Yousef Ibrahim Daradkeh, Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Svitlana Gadetska, Mujahed Al-Dhaifallah
2022 — conf
Aggregate Parametric Representation of Image Structural Description in Statistical Classification Methods.
CMIS
Svitlana Gadetska, Volodymyr Gorokhovatskyi, Natalya Styaglick, Nataliia Vlasenko
2022 J jnl
Tools for Fast Metric Data Search in Structural Methods for Image Classification.
IEEE Access
Yousef Ibrahim Daradkeh, Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Medien Zeghid
2021 J jnl
Development of Effective Methods for Structural Image Recognition Using the Principles of Data Granulation and Apparatus of Fuzzy Logic.
IEEE Access
Yousef Ibrahim Daradkeh, Iryna Tvoroshenko, Volodymyr Gorokhovatskyi, Liza Abdul Latiff, Norulhusna Binti Ahmad
2021 J jnl
Methods of Classification of Images on the Basis of the Values of Statistical Distributions for the Composition of Structural Description Components.
IEEE Access
Yousef Ibrahim Daradkeh, Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Svitlana Gadetska, Mujahed Al-Dhaifallah
2020 — conf
Image classification based on the kohonen network and the data space modification.
CMIS
Volodymyr Gorokhovatskyi, Iryna Tvoroshenko
2020 — conf
Image structural classification technologies based on statistical analysis of descriptions in the form of bit descriptor set.
CMIS
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Natalia Stiahlyk
2020 — conf
Interpretability of Neural Network Binary Classification with Part Analysis.
DSMP
Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Gorokhovatskyi
2020 — conf
Statistical Methods for Analyzing and Processing Data Components When Recognizing Visual Objects in the Space of Key Point Descriptors.
DSMP (Selected Papers)
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Oleksii Gorokhovatskyi, Roman Ponomarenko
2019 — conf
Recognition of Visual Objects Based on Statistical Distributions for Blocks of Structural Description of Image.
ISDMCI
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Roman Ponomarenko
2018 J jnl
Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features.
Data
Oleksii Gorokhovatskyi, Volodymyr Gorokhovatskyi, Olena Peredrii
2018 — conf
Classification of Images of Visual Objects Based on Statistical Relevance Measures of Their Structural Descriptions.
CSIT (1)
Volodymyr Gorokhovatskyi, Svitlana Gadetska
2018 — conf
Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance.
DSMP
Volodymyr Gorokhovatskyi, Oleksii Gorokhovatskyi, Yevgenyi Putyatin, Olena Peredrii