Myroslav Havryliuk

According to our database, Myroslav Havryliuk authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Artificial Intelligence in Medicine: Small Data Approach.

Ivan Izonin, Roman Tkachenko, Iryna Pliss, Yaroslav Tolstyak, Kyrylo Yemets, Olha Chala, Myroslav Havryliuk, Stéphane Chrétien

Proceedings of the 7th International Conference on Informatics & Data-Driven Medicine, 2024

An Adaptation of the Input Doubling Method for Solving Classification Tasks in Case of Small Data Processing.

Ivan Izonin, Roman Tkachenko, Myroslav Havryliuk, Michal Gregus, Pavlo Yendyk, Yaroslav Tolstyak

Proceedings of the 19th International Conference on Future Networks and Communications / 21st International Conference on Mobile Systems and Pervasive Computing / 14th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2024), 2024

2023

Homogeneous Adaboost Ensemble Machine Learning Algorithms with Reduced Entropy on Balanced Data.

Mahesh Thyluru Ramakrishna, Vinoth Kumar Venkatesan, Ivan Izonin, Myroslav Havryliuk, Chandrasekhar Rohith Bhat

Entropy, February, 2023

Adaptive Artificial Bee Colony Algorithm for Nature-Inspired Cyber Defense.

Chirag Ganguli, Shishir Kumar Shandilya, Maryna Nehrey, Myroslav Havryliuk

Syst., 2023

Investigation of PNN Optimization Methods to Improve Classification Performance in Transplantation Medicine.

Myroslav Havryliuk, Nazarii Hovdysh, Yaroslav Tolstyak, Valentyna Chopyak, Natalya Kustra

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

2022

SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical Datasets.

Ivan Izonin, Roman Tkachenko, Rostyslav Holoven, Kyrylo Yemets, Myroslav Havryliuk, Shishir Kumar Shandilya

Mach. Learn. Knowl. Extr., December, 2022

An Assessment of the Transplant's Survival Level for Recipients after Kidney Transplantations using Cox Proportional-Hazards Model.

Yaroslav Tolstyak, Myroslav Havryliuk

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022