Adaptive wavelet diagnostic neuro-fuzzy system for biomedical tasks Y Bodyanskiy, I Perova, O Vynokurova, I Izonin Proc. of 14th International Conference on Advanced Trends in …, 2018 | 32* | 2018 |
Fuzzy spacial extrapolation method using Manhattan metrics for tasks of Medical Data mining I Perova, P Mulesa 2015 Xth International Scientific and Technical Conference" Computer …, 2015 | 27 | 2015 |
Fast medical diagnostics using autoassociative neuro-fuzzy memory I Perova, Y Bodyanskiy Computing, 34-40, 2017 | 25 | 2017 |
Adaptive human machine interaction approach for feature selection-extraction task in medical data mining I Perova, YV Bodyanskiy International Journal of Computing, 2018 | 19 | 2018 |
Diagnostic neuro-fuzzy system and its learning in medical data mining tasks in conditions of uncertainty about numbers of attributes and diagnoses I Pliss, I Perova Automatic Control and Computer Sciences 51, 391-398, 2017 | 19 | 2017 |
Deep hybrid system of computational intelligence with architecture adaptation for medical fuzzy diagnostics I Perova, I Pliss International Journal of Intelligent Systems and Applications 9 (7), 12, 2017 | 18 | 2017 |
Medical data-stream mining in the area of electromagnetic radiation and low temperature influence on biological objects I Perova, O Litovchenko, Y Bodvanskiy, Y Brazhnykova, I Zavgorodnii, ... 2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018 | 14 | 2018 |
Online fuzzy clustering of high dimension data streams based on neural network ensembles Y Bodyanskiy, I Perova, P Zhernova Сучасний стан наукових досліджень та технологій в промисловості, 16-24, 2019 | 12* | 2019 |
Neural Network for Online Principal Component Analysis in Medical Data Mining Tasks I Perova, Y Brazhnykova, Y Bodyanskiy, P Mulesa 2018 IEEE First International Conference on System Analysis & Intelligent …, 2018 | 10 | 2018 |
Neo-fuzzy approach for medical diagnostics tasks in online-mode I Perova, I Pliss, G Churyumov, FM Eze, SMK Mahmoud 2016 IEEE First International Conference on Data Stream Mining & Processing …, 2016 | 10 | 2016 |
Нечеткая классификация данных медико-биологических исследований в условиях дефицита информации ИГ Перова, ЕВ Бодянский Системи обробки інформації, 161-163, 2015 | 9 | 2015 |
Аdaptive fuzzy clustering based on manhattan metrics in medical and biological applications I Perova, Y Bodyanskiy Вісник Національного університету Львівська політехніка. Комп’ютерні науки …, 2015 | 9 | 2015 |
Multidimensional neo-fuzzy-neuron for solving medical diagnostics tasks in online-mode SMK Mahmoud, I Perova, I Pliss Journal of Applied Computer Science 25 (1), 39-48, 2017 | 8 | 2017 |
Medical online neuro-fuzzy diagnostics system with active learning YV Bodyanskiy, I Perova International Journal of Advances in Computer and Electronics Engineering, 2017 | 7 | 2017 |
A Mathematical Analysis of Immunological Indicator of Biological Objects under Influence of Low-Frequency Electromagnetic Radiation in Conditions of Cold Stress I Perova, O Litovchenko, I Zavgorodnii, Y Brazhnykova, A Kovalenko 2020 IEEE Ukrainian Microwave Week (UkrMW), 594-598, 2020 | 6 | 2020 |
Адаптивная обработка данных медико-биологических исследований методами вычислительного интеллекта ИГ Перова Восточно-Европейский журнал передовых технологий 1 (4 (67)), 24-28, 2014 | 6* | 2014 |
Диагностирующая нейро-фаззи-система и ее адаптивное обучение в задачах интеллектуальной обработки данных медико-биологических исследований ЕВ Бодянский, ПП Мулеса, ИГ Перова, ЕВ Винокурова | 6 | 2014 |
Framework for Developing a System for Monitoring Human Health in the Combined Action of Occupational Hazards Using Artificial Intelligence and IoT Technologies O Yeremenko, I Perova, O Litovchenko, N Miroshnychenko Advances in Computer Science for Engineering and Education IV, 401-410, 2021 | 5 | 2021 |
Evolving flexible neuro-fuzzy system for medical diagnostic tasks O Turuta, I Perova, AO Deineko IJCSMC, 2015 | 5 | 2015 |
Solving fraud detection tasks based on Wavelet-Neuro autoencoder O Vynokurova, D Peleshko, P Zhernova, I Perova, A Kovalenko International Scientific Conference “Intellectual Systems of Decision Making …, 2020 | 4 | 2020 |