Structure-oriented classifiers in objects feature space defined by set of measurement. - Ievgen Nastenko; Oleksandra Konoval; Olena Nosovets; Volodymyr Pavlov (CSIT (1), 2017)

Solving the Individual Control Strategy Tasks Using the Optimal Complexity Models Built on the Class of Similar Objects. - Ievgen Nastenko; Volodymyr Pavlov; Olena Nosovets; K. Zelensky; Ol. Davidko; Oleksandr V. Pavlov (CSIT, 2019)

Optimal Complexity Models in Individual Control Strategy Task for Objects that Cannot be Re-trialed. - Ievgen Nastenko; Volodymyr Pavlov; Olena Nosovets; K. Zelensky; Ol. Davidko; Oleksandr V. Pavlov (CSIT (1), 2019)

Calculating the Personalized Treatment Strategy by Genetic Algorithm Using Optimal Complexity Models. - Vitalii Babenko; Olena Nosovets (CSIT (2), 2020)

Liver Pathological States Identification in Diffuse Diseases with Self-Organization Models Based on Ultrasound Images Texture Features. - Ievgen Nastenko; Vitaliy Maksymenko; Irina Dykan; Olena Nosovets; Boris Tarasiuk; Volodymyr Pavlov; Vitalii Babenko; Vladyslav Kruhlyi; Volodymyr Soloduschenko; Marina Dyba; Vitalii Umanets (CSIT (2), 2020)

Liver Pathological States Identification with Self-organization Models Based on Ultrasound Images Texture Features. - Ievgen Nastenko; Vitaliy Maksymenko; Alexander Galkin; Vladimir Pavlov; Olena Nosovets; Irina Dykan; Boris Tarasiuk; Vitalii Babenko; Vitalii Umanets; Olena Petrunina; Denys Klymenko (CSIT, 2020)

Hybrid Classifiers Based on CNN, LSOF, GMDH in COVID-19 Pneumonic Lesions Types Classification Task. - Oleksandr Davydko; Yaroslav Hladkyi; Mykola Linnik; Olena Nosovets; Vladimir Pavlov; Ievgen Nastenko (CSIT (1), 2021)

Optimal Complexity Structures of Ultrasound Image Models in Diagnostic Decision Making System. - Dmytro Hrishko; Oleksandr Trofymenko; Katerina Bovsunoskaja; Olena Nosovets; Irina Dykan; Borys Tarasiuk; Vladimir Pavlov; Ievgen Nastenko (CSIT (1), 2021)

Class-Oriented Features Selection Technology in Medical Images Classification Problem on the Example of Distinguishing Between Tuberculosis Sensitive and Resistant Forms. - Oleksandr Matviichuk; Olena Nosovets; Mykola Linnik; Oleksandr Davydko; Vladimir Pavlov; Ievgen Nastenko (CSIT (1), 2021)

Forming the System with the Functionality of Clinical Pharmacist for Personalized Treatment Strategy Searching. - Vitalii Babenko; Olena Nosovets; Ievgen Nastenko; Volodymyr Pavlov; Viktoria Iakymchuk; Oleksandr Matviichuk; Maksym Suvorov (ICICT (1), 2021)