Neocognitron as a tool for optical marks recognition. - Oleksii Gorokhovatskyi (DSMP, 2016)

Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance. - Volodymyr Gorokhovatskyi; Oleksii Gorokhovatskyi; Yevgenyi Putyatin; Olena Peredrii (DSMP, 2018)

Shallow Convolutional Neural Networks for Pattern Recognition Problems. - Oleksii Gorokhovatskyi; Olena Peredrii (DSMP, 2018)

Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features. - Oleksii Gorokhovatskyi; Volodymyr Gorokhovatskyi; Olena Peredrii (Data, 2018)

Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results. - Oleksii Gorokhovatskyi; Olena Peredrii; Volodymyr Zatkhei; Oleh Teslenko (ISDMCI, 2019)

Online video summarization with the Kohonen SOM in real time. - Oleksii Gorokhovatskyi; Oleh Teslenko; Volodymyr Zatkhei (CMIS, 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)

Multiclass Image Classification Explanation with the Complement Perturbation Images. - Oleksii Gorokhovatskyi; Olena Peredrii (DSMP (Selected Papers), 2020)

Interpretability of Neural Network Binary Classification with Part Analysis. - Oleksii Gorokhovatskyi; Olena Peredrii; Volodymyr Gorokhovatskyi (DSMP, 2020)

Recursive Division of Image for Explanation of Shallow CNN Models. - Oleksii Gorokhovatskyi; Olena Peredrii (ICPR Workshops (3), 2020)

The Application of Weighted Decision Matrix for the Selection of Non-state Pension Provision Strategy. - Ryszard Pukala; Nataliya Vnukova; Svitlana Achkasova; Oleksii Gorokhovatskyi (MoMLeT+DS, 2020)

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 (COLINS, 2021)

Fine-Tuning of the Measure for Full Reference Image Quality Assessment. - Oleksii Gorokhovatskyi; Olena Peredrii (ISDMCI, 2021)

Video Stream Gender Classification Using Shallow CNN. - Oleksii Gorokhovatskyi; Olena Peredrii (Int. J. Pattern Recognit. Artif. Intell., 2021)

Elaborative Trademark Similarity Evaluation Using Goods and Services Automated Comparison. - Daniil Shmatkov; Oleksii Gorokhovatskyi; Nataliya Vnukova (COLINS (3), 2023)

Image Pair Comparison for Near-duplicates Detection. - Oleksii Gorokhovatskyi; Olena Peredrii (Int. J. Comput., 2023)

Semantic-based Clustering for Education-Science-Business Interaction Bibliometric Analysis. - Oleksii Gorokhovatskyi; Nataliya Vnukova; Viktoriia Ostapenko; Viktoriia Tyschenko (COLINS (1), 2024)

Recursive Division Explainability as a Factor of CNN Quality. - Oleksii Gorokhovatskyi; Olena Peredrii (ISDMCI (1), 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)