| The application of non-parametric statistics methods in image classifiers based on structural description components OA Kobylin, VО Gorokhovatskyi, IS Tvoroshenko, OО Peredrii Telecommunications and Radio Engineering 79 (10), 2020 | 71 | 2020 |
| Матриця відстаней для множини компонентів структурного опису як інструмент для створення класифікатора зображень ВО Гороховатський, ОО Передрій, ІС Творошенко, ТЄ Марков | 66 | 2023 |
| Image classification method modification based on model of logic processing of bit description weights vector VО Gorokhovatskyi, IS Tvoroshenko, OО Peredrii Telecommunications and Radio Engineering 79 (1), 2020 | 57 | 2020 |
| Analysis of application of cluster descriptions in space of characteristic image features O Gorokhovatskyi, V Gorokhovatskyi, O Peredrii Data 3 (4), 52, 2018 | 49 | 2018 |
| Quantization of the space of structural image features as a way to increase recognition performance V Gorokhovatskyi, O Gorokhovatskyi, P Yevgenyi, P Olena 2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018 | 48 | 2018 |
| Корреляционные методы распознавания изображений путем голосования систем фрагментов ВА Гороховатский, ЕО Передрий Радіоелектроніка, інформатика, управління, 74-81, 2009 | 48 | 2009 |
| Explanation of CNN image classifiers with hiding parts O Gorokhovatskyi, O Peredrii, V Gorokhovatskyi, N Vlasenko Explainable Deep Learning AI, 125-146, 2023 | 22 | 2023 |
| Shallow convolutional neural networks for pattern recognition problems O Gorokhovatskyi, O Peredrii 2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018 | 19 | 2018 |
| Hashing of structural descriptions at building of the class image descriptor, computing of relevance and classification of the visual objects VA Gorokhovatskyi, AV Gorokhovatskiy, YО Peredrii Telecommunications and Radio Engineering 77 (13), 2018 | 16 | 2018 |
| Vector Quantization, Learning and Recognition in the Space of Descriptors of Structural Features of Images VA Gorokhovatskiy, AV Gorokhovatskiy, EO Peredrii Telecommunications and Radio Engineering 76 (19), 2017 | 8 | 2017 |
| Distance matrix for a set of structural description components as a tool for image classifier creating V Gorokhovatskyi, O Peredrii, I Tvoroshenko, T Markov Advanced Information Systems 7 (1), 5-13, 2023 | 6 | 2023 |
| Recursive division of image for explanation of shallow CNN models O Gorokhovatskyi, O Peredrii Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 5 | 2021 |
| Projective methods of image recognition YP Putyatin, VO Gorokhovatsky, AV Gorokhovatsky, OO Peredriy | 5 | 2008 |
| Interpretability of neural network binary classification with part analysis O Gorokhovatskyi, O Peredrii, V Gorokhovatskyi 2020 IEEE Third International Conference on Data Stream Mining & Processing …, 2020 | 4 | 2020 |
| Investigation of random neighborhood features for interpretation of MLP classification results O Gorokhovatskyi, O Peredrii, V Zatkhei, O Teslenko Lecture Notes in Computational Intelligence and Decision Making: Proceedings …, 2020 | 4 | 2020 |
| Image Pair Comparison for Near-duplicates Detection O Gorokhovatskyi, O Peredrii | 3 | 2023 |
| Primary Symbol Recognition Using Scanline Structural Descriptions O Gorokhovatskyi, O Peredrii 6th International Academic Conference of Young Scientists “Computer Science …, 2013 | 3 | 2013 |
| Распознавание изображений символов на основе линейного описания структурных характеристик АВ Гороховатский, ЕО Передрий, ОВ Гороховатський, ОО Передрій ХУПС ім. І. Кожедуба, 2012 | 3 | 2012 |
| Нормализация перспективных преобразований проективно искаженных изображений ВА Любченко, ЕВ Яковлева, ЕО Передрий Вісник Національного технічного університету «ХПІ». Серія: Системний аналiз …, 2008 | 3 | 2008 |
| Video stream gender classification using shallow CNN O Gorokhovatskyi, O Peredrii International Journal of Pattern Recognition and Artificial Intelligence 35 …, 2021 | 2 | 2021 |
