Volodymyr Gorokhovatskyi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Intrinsic Characteristics

Statistical Distributions

Image Classification

Top Venues

Publications

Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Olena Yakovleva, Monika Hudáková, Oleksii Gorokhovatskyi
Application a Committee of Kohonen Neural Networks to Training of Image Classifier Based on Description of Descriptors Set. IEEE Access 12 (2024)
Yousef Ibrahim Daradkeh, Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Svitlana Gadetska, Mujahed Al Dhaifallah
Statistical Data Analysis Models for Determining the Relevance of Structural Image Descriptions. IEEE Access 11 (2023)
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Natalia Stiahlyk
Accelerating Image Classification based on a Model for Estimating Descriptor-to-Class Distance. Int. J. Comput. 22 (4) (2023)
Svitlana Gadetska, Volodymyr Gorokhovatskyi, Natalya Styaglick, Nataliia Vlasenko
Aggregate Parametric Representation of Image Structural Description in Statistical Classification Methods. CMIS (2022)
Yousef Ibrahim Daradkeh, Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Medien Zeghid
Tools for Fast Metric Data Search in Structural Methods for Image Classification. IEEE Access 10 (2022)
Yousef Ibrahim Daradkeh, Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Svitlana Gadetska, Mujahed Al Dhaifallah
Methods of Classification of Images on the Basis of the Values of Statistical Distributions for the Composition of Structural Description Components. IEEE Access 9 (2021)
Yousef Ibrahim Daradkeh, Iryna Tvoroshenko, Volodymyr Gorokhovatskyi, Liza Abdul Latiff, Norulhusna Ahmad
Development of Effective Methods for Structural Image Recognition Using the Principles of Data Granulation and Apparatus of Fuzzy Logic. IEEE Access 9 (2021)
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Oleksii Gorokhovatskyi, Roman Ponomarenko
Statistical Methods for Analyzing and Processing Data Components When Recognizing Visual Objects in the Space of Key Point Descriptors. DSMP (2020)
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Natalia Stiahlyk
Image structural classification technologies based on statistical analysis of descriptions in the form of bit descriptor set. CMIS (2020)
Volodymyr Gorokhovatskyi, Iryna Tvoroshenko
Image classification based on the kohonen network and the data space modification. CMIS (2020)
Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Gorokhovatskyi
Interpretability of Neural Network Binary Classification with Part Analysis. DSMP (2020)
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Roman Ponomarenko
Recognition of Visual Objects Based on Statistical Distributions for Blocks of Structural Description of Image. ISDMCI (2019)
Oleksii Gorokhovatskyi, Volodymyr Gorokhovatskyi, Olena Peredrii
Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features. Data 3 (4) (2018)
Volodymyr Gorokhovatskyi, Oleksii Gorokhovatskyi, Yevgenyi Putyatin, Olena Peredrii
Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance. DSMP (2018)