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ORCIDOleksii Gorokhovatskyi
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2020 – today
- 2024
[j4]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: 73376-73385 (2024)- [c14]Oleksii Gorokhovatskyi, Nataliya Vnukova, Viktoriia Ostapenko, Viktoriia Tyschenko:
Semantic-based Clustering for Education-Science-Business Interaction Bibliometric Analysis. COLINS (1) 2024: 124-140 - 2023
- [j3]Oleksii Gorokhovatskyi, Olena Peredrii:
Image Pair Comparison for Near-duplicates Detection. Int. J. Comput. 22(1): 51-57 (2023) - [c13]Daniil Shmatkov, Oleksii Gorokhovatskyi, Nataliya Vnukova:
Elaborative Trademark Similarity Evaluation Using Goods and Services Automated Comparison. COLINS (3) 2023: 293-308 - 2021
- [j2]Oleksii Gorokhovatskyi, Olena Peredrii:
Video Stream Gender Classification Using Shallow CNN. Int. J. Pattern Recognit. Artif. Intell. 35(1): 2155001:1-2155001:14 (2021) - [c12]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: 613-628 - [c11]Oleksii Gorokhovatskyi, Olena Peredrii:
Fine-Tuning of the Measure for Full Reference Image Quality Assessment. ISDMCI 2021: 438-448 - 2020
- [c10]Oleksii Gorokhovatskyi, Oleh Teslenko, Volodymyr Zatkhei:
Online video summarization with the Kohonen SOM in real time. CMIS 2020: 1067-1078 - [c9]Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Gorokhovatskyi:
Interpretability of Neural Network Binary Classification with Part Analysis. DSMP 2020: 136-141 - [c8]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 (Selected Papers) 2020: 241-252 - [c7]Oleksii Gorokhovatskyi, Olena Peredrii:
Multiclass Image Classification Explanation with the Complement Perturbation Images. DSMP (Selected Papers) 2020: 275-287 - [c6]Oleksii Gorokhovatskyi, Olena Peredrii:
Recursive Division of Image for Explanation of Shallow CNN Models. ICPR Workshops (3) 2020: 274-286 - [c5]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: 268-279
2010 – 2019
- 2019
- [c4]Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko:
Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results. ISDMCI 2019: 581-596 - 2018
- [j1]Oleksii Gorokhovatskyi, Volodymyr Gorokhovatskyi, Olena Peredrii:
Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features. Data 3(4): 52 (2018) - [c3]Oleksii Gorokhovatskyi, Olena Peredrii:
Shallow Convolutional Neural Networks for Pattern Recognition Problems. DSMP 2018: 459-463 - [c2]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: 464-467 - 2016
- [c1]Oleksii Gorokhovatskyi:
Neocognitron as a tool for optical marks recognition. DSMP 2016: 169-172
Coauthor Index
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