Oleksii Gorokhovatskyi

According to our database, Oleksii Gorokhovatskyi authored at least 18 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2024

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

Semantic-based Clustering for Education-Science-Business Interaction Bibliometric Analysis.

Oleksii Gorokhovatskyi, Nataliya Vnukova, Viktoriia Ostapenko, Viktoriia Tyschenko

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

2023

Image Pair Comparison for Near-duplicates Detection.

Oleksii Gorokhovatskyi, Olena Peredrii

Int. J. Comput., 2023

Elaborative Trademark Similarity Evaluation Using Goods and Services Automated Comparison.

Daniil Shmatkov, Oleksii Gorokhovatskyi, Nataliya Vnukova

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2023

2021

Video Stream Gender Classification Using Shallow CNN.

Oleksii Gorokhovatskyi, Olena Peredrii

Int. J. Pattern Recognit. Artif. Intell., 2021

Fine-Tuning of the Measure for Full Reference Image Quality Assessment.

Oleksii Gorokhovatskyi, Olena Peredrii

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Decomposition of Google Trends Series for the Search of Patterns and Seasonality of Financial Risk Control Interest.

Nataliya Vnukova, Svitlana Achkasova, Oleksii Gorokhovatskyi, Hanna Pysarevska

Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

2020

The Application of Weighted Decision Matrix for the Selection of Non-state Pension Provision Strategy.

Ryszard Pukala, Nataliya Vnukova, Svitlana Achkasova, Oleksii Gorokhovatskyi

Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020

Recursive Division of Image for Explanation of Shallow CNN Models.

Oleksii Gorokhovatskyi, Olena Peredrii

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Interpretability of Neural Network Binary Classification with Part Analysis.

Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Gorokhovatskyi

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Multiclass Image Classification Explanation with the Complement Perturbation Images.

Oleksii Gorokhovatskyi, Olena Peredrii

DSMP (Selected Papers), 2020

Statistical Methods for Analyzing and Processing Data Components When Recognizing Visual Objects in the Space of Key Point Descriptors.

Volodymyr Gorokhovatskyi, Svitlana Gadetska, Oleksii Gorokhovatskyi, Roman Ponomarenko

DSMP (Selected Papers), 2020

Online video summarization with the Kohonen SOM in real time.

Oleksii Gorokhovatskyi, Oleh Teslenko, Volodymyr Zatkhei

Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

2019

Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results.

Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

2018

Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features.

Oleksii Gorokhovatskyi, Volodymyr Gorokhovatskyi, Olena Peredrii

Data, 2018

Shallow Convolutional Neural Networks for Pattern Recognition Problems.

Oleksii Gorokhovatskyi, Olena Peredrii

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance.

Volodymyr Gorokhovatskyi, Oleksii Gorokhovatskyi, Yevgenyi Putyatin, Olena Peredrii

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

2016

Neocognitron as a tool for optical marks recognition.

Oleksii Gorokhovatskyi

Proceedings of the First International Conference on Data Stream Mining & Processing, 2016