Oleksii Gorokhovatskyi

Orcid: 0000-0003-3477-2132

According to our database1, Oleksii Gorokhovatskyi authored at least 18 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of six.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Application a Committee of Kohonen Neural Networks to Training of Image Classifier Based on Description of Descriptors Set.
IEEE Access, 2024

Semantic-based Clustering for Education-Science-Business Interaction Bibliometric Analysis.
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.
Int. J. Comput., 2023

Elaborative Trademark Similarity Evaluation Using Goods and Services Automated Comparison.
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.
Int. J. Pattern Recognit. Artif. Intell., 2021

Fine-Tuning of the Measure for Full Reference Image Quality Assessment.
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.
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.
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.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Interpretability of Neural Network Binary Classification with Part Analysis.
Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Multiclass Image Classification Explanation with the Complement Perturbation Images.
DSMP (Selected Papers), 2020

Statistical Methods for Analyzing and Processing Data Components When Recognizing Visual Objects in the Space of Key Point Descriptors.
DSMP (Selected Papers), 2020

Online video summarization with the Kohonen SOM in real time.
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.
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.
Data, 2018

Shallow Convolutional Neural Networks for Pattern Recognition Problems.
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.
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

2016
Neocognitron as a tool for optical marks recognition.
Proceedings of the First International Conference on Data Stream Mining & Processing, 2016


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