Roman Tkachenko
Lviv Polytechnic National University
H-index: 23
Europe-Ukraine
Top articles of Roman Tkachenko
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Implementation of Neuro-like Network Defuzzifier for Mobile Platform Motion Control System | Vasyl Teslyuk Ivan Tsmots Roman Tkachenko Pavlo Tkachenko Vasyl Rabyk | 2024 | |
Machine learning for predicting energy efficiency of buildings: a small data approach | Procedia Computer Science | Ivan Izonin Roman Tkachenko Stergios Aristoteles Mitoulis Asaad Faramarzi Ivan Tsmots | 2024/1/1 |
An improved ANN-based sequential global-local approximation for small medical data analysis | EAI Endorsed Transactions on Pervasive Health and Technology | Ivan Izonin Roman Tkachenko Roman Bliakhar Michal Kovac Yevgeniy Bodyanskiy | 2023/9/26 |
A cascade ensemble-learning model for the deployment at the edge: case on missing IoT data recovery in environmental monitoring systems | Frontiers in Environmental Science | Ivan Izonin Roman Tkachenko Iurii Krak Oleh Berezsky Ihor Shevchuk | 2023/10/6 |
A non-linear SVR-based cascade model for improving prediction accuracy of biomedical data analysis | Math. Biosci. Eng | Ivan Izonin Roman Tkachenko Olexander Gurbych Michal Kovac Leszek Rutkowski | 2023/6/1 |
Development of a Device on FPGA to Implement the Base Operation of Neural-like Data Encryption Using Polynomials | Ivan Tsmots Roman Tkachenko Vasyl Teslyuk Vasyl Rabyk Yurii Opotyak | 2023/10/19 | |
An obstacle-finding approach for autonomous mobile robots using 2D LiDAR data | Big Data and Cognitive Computing | Lesia Mochurad Yaroslav Hladun Roman Tkachenko | 2023/3/1 |
An Approximation Cascade Scheme via Rational Fractions for Biomedical Data Analysis | Ivan Izonin Roman Tkachenko Ostap Shcherbii Oleh Berezsky Iurii Krak | 2023/10/19 | |
Efficient data preprocessing with ensemble machine learning technique for the early detection of chronic kidney disease | Applied Sciences | Vinoth Kumar Venkatesan Mahesh Thyluru Ramakrishna Ivan Izonin Roman Tkachenko Myroslav Havryliuk | 2023/1/21 |
Implementation of Base Components of Neuro-like Cryptographic Data Protection Systems on FPGA | Ivan Tsmots Vasyl Rabyk Roman Tkachenko Yurii Opotyak Vasyl Teslyuk | 2023/9/26 | |
PREDICTION OF HARDNESS, FLEXURAL STRENGTH, AND FRACTURE TOUGHNESS OF ZrO2 BASED CERAMICS USING ENSEMBLE LEARNING ALGORITHMS | ACTA METALLURGICA SLOVACA | Volodymyr Kulyk Ivan Izonin Valentyna Vavrukh Roman Tkachenko Zoia Duriagina | 2023 |
Modification of Combined Unsupervised-Supervised Cascade Scheme for Small Biomedical Data Classification | Ivan Izonin Roman Tkachenko Marian Sydor Stephane Chretien Iryna Pliss | 2023/9/26 | |
An Ensemble Method for the Analysis of Small Biomedical Data based on a Neural Network Without Training. | Èlektronnoe Modelirovanie | IV Izonin RO Tkachenko OL Semchyshyn | 2023/11/1 |
SGD-based cascade scheme for higher degrees wiener polynomial approximation of large biomedical datasets | Machine Learning and Knowledge Extraction | Ivan Izonin Roman Tkachenko Rostyslav Holoven Kyrylo Yemets Myroslav Havryliuk | 2022/11/21 |
An approach toward numerical data augmentation and regression modeling using polynomial-kernel-based SVR | Ivan Izonin Roman Tkachenko Natalya Horbal Michal Greguš Volodymyr Verhun | 2022 | |
Smart web service of ti-based alloy’s quality evaluation for medical implants manufacturing | Applied Sciences | Ivan Izonin Roman Tkachenko Zoia Duriagina Nataliya Shakhovska Viacheslav Kovtun | 2022/5/22 |
Hardware Components for Nonlinear Neuro-like Data Protection in Mobile Smart Systems | Ivan Tsmots Roman Tkachenko Vasyl Teslyuk Yurii Opotyak Vasyl Rabyk | 2022/11/10 | |
An integral software solution of the SGTM neural-like structures implementation for solving different Data Mining Tasks | Roman Tkachenko | 2022 | |
Boosting-based model for solving Sm-Co alloy’s maximum energy product prediction task | Archives of Materials Science and Engineering | AM Trostianchyn IV Izonin ZA Duriagina RO Tkachenko VV Kulyk | 2022 |
Towards data normalization task for the efficient mining of medical data | Ivan Izonin Roman Tkachenko Natalya Shakhovska Bohdan Ilchyshyn Michal Greguš | 2022/10 |
Co-Authors
