Oleksii Gorokhovatskyi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Gender Classification

Pattern Recognition Problems

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

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)
Oleksii Gorokhovatskyi, Nataliya Vnukova, Viktoriia Ostapenko, Viktoriia Tyschenko
Semantic-based Clustering for Education-Science-Business Interaction Bibliometric Analysis. COLINS (1) (2024)
Daniil Shmatkov, Oleksii Gorokhovatskyi, Nataliya Vnukova
Elaborative Trademark Similarity Evaluation Using Goods and Services Automated Comparison. COLINS (3) (2023)
Oleksii Gorokhovatskyi, Olena Peredrii
Image Pair Comparison for Near-duplicates Detection. Int. J. Comput. 22 (1) (2023)
Oleksii Gorokhovatskyi, Olena Peredrii
Fine-Tuning of the Measure for Full Reference Image Quality Assessment. ISDMCI (2021)
Nataliya Vnukova, Svitlana Achkasova, Oleksii Gorokhovatskyi, Hanna Pysarevska
Decomposition of Google Trends Series for the Search of Patterns and Seasonality of Financial Risk Control Interest. COLINS (2021)
Oleksii Gorokhovatskyi, Olena Peredrii
Video Stream Gender Classification Using Shallow CNN. Int. J. Pattern Recognit. Artif. Intell. 35 (1) (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)
Ryszard Pukala, Nataliya Vnukova, Svitlana Achkasova, Oleksii Gorokhovatskyi
The Application of Weighted Decision Matrix for the Selection of Non-state Pension Provision Strategy. MoMLeT+DS (2020)
Oleksii Gorokhovatskyi, Olena Peredrii
Recursive Division of Image for Explanation of Shallow CNN Models. ICPR Workshops (3) (2020)
Oleksii Gorokhovatskyi, Olena Peredrii
Multiclass Image Classification Explanation with the Complement Perturbation Images. DSMP (2020)
Oleksii Gorokhovatskyi, Oleh Teslenko, Volodymyr Zatkhei
Online video summarization with the Kohonen SOM in real time. CMIS (2020)
Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Gorokhovatskyi
Interpretability of Neural Network Binary Classification with Part Analysis. DSMP (2020)
Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko
Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results. 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)
Oleksii Gorokhovatskyi, Olena Peredrii
Shallow Convolutional Neural Networks for Pattern Recognition Problems. DSMP (2018)
Oleksii Gorokhovatskyi
Neocognitron as a tool for optical marks recognition. DSMP (2016)