Kilbas, Igor A.

2022

• 1 Kilbas I., Gribanov D., Paringer R. A neural network based algorithm for classification of sets of human body keypoints // 2022 8th International Conference on Information Technology and Nanotechnology, ITNT 2022. — 2022. —
• 2 Mukhin A.V., Kilbas I.A., Paringer R.A. etc. A method for balancing a multi-labeled biomedical dataset // INTEGRATED COMPUTER-AIDED ENGINEERING 2022. — Vol. 29. Issue 2. — P. 209-225

2021

• 1 Kilbas I., Paringer R., Gaydel A. V. etc. A neural network model for tracking marker objects in a video // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —

2020

• 1 Mukhin Artem Vladimirovich, Kilbas I.A., Paringer R.A. etc. Применение метода градиентного спуска для балансировки данных в задачах анализа диагностических изображений // Application of the gradient descent for data balancing in diagnostic image analysis problems. — 2020. — Vol. 2. — P. 291-298
• 2 Mukhin Artem Vladimirovich, Kilbas I.A., Paringer R.A. etc. Algorithm for Data Balancing Based on Gradient Descent // 2nd International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2020). — 2020. — P. 56-59
• 3 Kilbas I., Paringer R. Gradient as a Foundation for Building a Loss Function // Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology. — 2020. —
• 4 Kilbas Igor Aleksandrovich, R. Paringer, N. Ilyasova etc. Modifying Gradient of a Loss Function to Tackle Class Imbalance // 2nd International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2020). — 2020. — P. 52-55
• 5 Mukhin A., Kilbas I., Paringer R. etc. Application of the gradient descent for data balancing in diagnostic image analysis problems // Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology. — 2020. —