Information-extreme method for classification of observations with categorical attributes AS Dovbysh, VV Moskalenko, AS Rizhova Cybernetics and Systems Analysis 52, 224-231, 2016 | 38 | 2016 |
Information-extreme algorithm of the system for recognition of objects on the terrain with optimization parameter feature extractor VV Moskalenko, AG Korobov RADIO ELECTRONICS COMPUTER SCIENCE CONTROL, 61-69, 2017 | 21 | 2017 |
The model and training algorithm of compact drone autonomous visual navigation system V Moskalenko, A Moskalenko, A Korobov, V Semashko Data 4 (1), 4, 2018 | 20 | 2018 |
Development of Niederreiter hybrid crypto-code structure on flawed codes S Yevseiev, O Tsyhanenko, A Gavrilova, V Guzhva, O Milov, ... Восточно-Европейский журнал передовых технологий, 27-38, 2019 | 16 | 2019 |
Optimizing the parameters of functioning of the system of management of data center it infrastructure V Moskalenko, S Pimonenko Восточно-Европейский журнал передовых технологий, 21-29, 2016 | 14 | 2016 |
Improving the effectiveness of training the on-board object detection system for a compact unmanned aerial vehicle V Moskalenko, A Dovbysh, I Naumenko, A Moskalenko, A Korobov Восточно-Европейский журнал передовых технологий, 19-26, 2018 | 13 | 2018 |
Resilience and resilient systems of artificial intelligence: Taxonomy, models and methods V Moskalenko, V Kharchenko, A Moskalenko, B Kuzikov Algorithms 16 (3), 165, 2023 | 12 | 2023 |
Neural network based image classifier resilient to destructive perturbation influences–architecture and training method V Moskalenko, A Moskalenko ХАІ, 2022 | 11 | 2022 |
Sewer pipe defects classification based on deep convolutional network with information-extreme error-correction decision rules V Moskalenko, M Zaretskyi, A Moskalenko, V Lysyuk International Conference on Data Stream Mining and Processing, 253-263, 2020 | 11 | 2020 |
Intelligent Decision Support System for Medical Radioisotope Diagnostics with Gamma-camera AS Dovbysh, VV Moskalenko, AS Rizhova, OV Dyomin Journal of Nano-and Electronic Physics 7 (4), 4036-1, 2015 | 11 | 2015 |
Model and training methods of autonomous navigation system for compact drones V Moskalenko, A Moskalenko, A Korobov, O Boiko, S Martynenko, ... 2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018 | 10 | 2018 |
Development of the method of features learning and training decision rules for the prediction of violation of service level agreement in a cloud-based environment V Moskalenko, A Moskalenko, S Pimonenko, A Korobov Восточно-Европейский журнал передовых технологий, 26-33, 2017 | 9 | 2017 |
Learning decision making support system for control of nonstationary technological process AS Dovbysh, VV Moskalenko, AS Rizhova Journal of automation and information sciences 48, 2016 | 9 | 2016 |
Deep feature extractor with information-extreme decision rules for visual classification of sewer pipe defects and its training method V Moskalenko, A Moskalenko, Z Nikolay, V Lysyuk 2020 IEEE Third International Conference on Data Stream Mining & Processing …, 2020 | 7 | 2020 |
Model and training method of the resilient image classifier considering faults, concept drift, and adversarial attacks V Moskalenko, V Kharchenko, A Moskalenko, S Petrov Algorithms 15 (10), 384, 2022 | 6 | 2022 |
Моделі і методи інтелектуального аналізу багатовимірних даних за умов апріорної невизначеності ВВ Москаленко Сумський державний університет, 2020 | 6 | 2020 |
Operative Recognition of Standard Signals in the Presence of Interference with Unknown Characteristics. VV Avramenko, A Moskalenko CMIS, 56-70, 2019 | 5 | 2019 |
Sintez logicheskoy skhemy sistemnogo proyektirovaniya sistem kontrolya krupnomasshtabnykh ob" yektov VV Beskorovayny, ZA Imangulova, SV Petrov, AV Koshel, AS Moskalenko Synthesis of the logical scheme of system design of control systems of large …, 2016 | 5 | 2016 |
Multi-layer model and training method for information-extreme malware traffic detector. A Moskalenko, V Moskalenko, A Shaiekhov, M Zaretskyi CMIS, 288-299, 2020 | 4 | 2020 |
Parameters optimization method of the information-extreme object recognition system on the terrain A Korobov, A Moskalenko, V Nahornyi, J Zavgorodnya, O Berest, ... 2018 IEEE First International Conference on System Analysis & Intelligent …, 2018 | 4 | 2018 |