Oleksii Gorokhovatskyi

19 papers Journal 4Unranked 15
YearRankTypeTitle / Venue / Authors
2024 J jnl
Application a Committee of Kohonen Neural Networks to Training of Image Classifier Based on Description of Descriptors Set.
IEEE Access
Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Olena Yakovleva, Monika Hudáková, Oleksii Gorokhovatskyi
2024 — conf
Recursive Division Explainability as a Factor of CNN Quality.
ISDMCI (1)
Oleksii Gorokhovatskyi, Olena Peredrii
2024 — conf
Semantic-based Clustering for Education-Science-Business Interaction Bibliometric Analysis.
COLINS (1)
Oleksii Gorokhovatskyi, Nataliya Vnukova, Viktoriia Ostapenko, Viktoriia Tyschenko
2023 — conf
Elaborative Trademark Similarity Evaluation Using Goods and Services Automated Comparison.
COLINS (3)
Daniil Shmatkov, Oleksii Gorokhovatskyi, Nataliya Vnukova
2023 J jnl
Image Pair Comparison for Near-duplicates Detection.
Int. J. Comput.
Oleksii Gorokhovatskyi, Olena Peredrii
2021 — conf
Decomposition of Google Trends Series for the Search of Patterns and Seasonality of Financial Risk Control Interest.
COLINS
Nataliya Vnukova, Svitlana Achkasova, Oleksii Gorokhovatskyi, Hanna Pysarevska
2021 — conf
Fine-Tuning of the Measure for Full Reference Image Quality Assessment.
ISDMCI
Oleksii Gorokhovatskyi, Olena Peredrii
2021 J jnl
Video Stream Gender Classification Using Shallow CNN.
Int. J. Pattern Recognit. Artif. Intell.
Oleksii Gorokhovatskyi, Olena Peredrii
2020 — conf
Interpretability of Neural Network Binary Classification with Part Analysis.
DSMP
Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Gorokhovatskyi
2020 — conf
Multiclass Image Classification Explanation with the Complement Perturbation Images.
DSMP (Selected Papers)
Oleksii Gorokhovatskyi, Olena Peredrii
2020 — conf
Online video summarization with the Kohonen SOM in real time.
CMIS
Oleksii Gorokhovatskyi, Oleh Teslenko, Volodymyr Zatkhei
2020 — conf
Recursive Division of Image for Explanation of Shallow CNN Models.
ICPR Workshops (3)
Oleksii Gorokhovatskyi, Olena Peredrii
2020 — conf
Statistical Methods for Analyzing and Processing Data Components When Recognizing Visual Objects in the Space of Key Point Descriptors.
DSMP (Selected Papers)
Volodymyr Gorokhovatskyi, Svitlana Gadetska, Oleksii Gorokhovatskyi, Roman Ponomarenko
2020 — conf
The Application of Weighted Decision Matrix for the Selection of Non-state Pension Provision Strategy.
MoMLeT+DS
Ryszard Pukala, Nataliya Vnukova, Svitlana Achkasova, Oleksii Gorokhovatskyi
2019 — conf
Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results.
ISDMCI
Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko
2018 J jnl
Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features.
Data
Oleksii Gorokhovatskyi, Volodymyr Gorokhovatskyi, Olena Peredrii
2018 — conf
Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance.
DSMP
Volodymyr Gorokhovatskyi, Oleksii Gorokhovatskyi, Yevgenyi Putyatin, Olena Peredrii
2018 — conf
Shallow Convolutional Neural Networks for Pattern Recognition Problems.
DSMP
Oleksii Gorokhovatskyi, Olena Peredrii
2016 — conf
Neocognitron as a tool for optical marks recognition.
DSMP
Oleksii Gorokhovatskyi