Iryna Perova

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 17

Top Topics

Medical Data Mining

Fuzzy Clustering

Top Venues

Int. J. Comput.

Publications

Igor Zavgorodnii, Iryna Perova, Olena Litovchenko, Tetiana Bahlaienko
Pre-pathological Diagnostic Criteria for Professional Burnout in Healthcare Workers. IT&I (2022)
Igor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak, Oleksandr Novytskyy
Early Revealing of Professional Burnout Predictors in Emergency Care Workers. ISDMCI (2021)
Olha Velychko, Oleh Datsok, Iryna Perova
Essential R Peak Detector Based on the Polynomial Fitting. ISDMCI (2021)
Iryna Perova, Olena Litovchenko, Oleksandra Yeremenko, Igor Zavgorodnii, Nelia Miroshnychenko, Oleksandr Novytskyy
Neurocompressor-based Analysis of the Combined Action of Occupational Hazards on Human Health. IDAACS (2021)
Igor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak
Identification of Predictors of Burnout Among Employees of Socially Significant Professions. DSMP (2020)
Iryna Perova, Oleh Datsok, Polina Zhernova, Olha Velychko, Svitlana Bahan
The Approach for the Definition of Hemodynamic State in Pregnant Women with Extragenital Malformations. ISDMCI (2020)
Iryna Perova, Olha Lalymenko, Igor Zavgorodnii, Viktor Reshetnik, Nelia Miroshnychenko
The Definition of Influence Different Drug Exposure Types to Medical Indicators of White Rats. DSMP (2020)
Olena Vynokurova, Dmytro Peleshko, Polina Zhernova, Iryna Perova, Andrii Kovalenko
Solving Fraud Detection Tasks Based on Wavelet-Neuro Autoencoder. ISDMCI (2020)
Sergii Babichev, Orest Khamula, Iryna Perova, Bohdan Durnyak
An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments. CSIT (2020)
Serge Olszewski, Yeva Zajets, Violetta Demchenko, Oleg Boskin, Mariia Voronenko, Volodymyr Lytvynenko, Iryna Perova, Dmitry Stepanchikov
Expansion of the Capabilities of Chromatography-Mass Spectrometry Due to the Numerical Decomposition of the Signal with the Mutual Superposition of Mass Spectra. DSMP (2020)
Iryna Perova, Polina Zhernova, Oleh Datsok, Yevgeniy V. Bodyanskiy, Olha Velychko
Recognition of Human Primitive Motions for the Fitness Trackers. ISDMCI (2019)
Iryna Perova, Yevgeniy V. Bodyanskiy, Anatoliy Sachenko, Mikolaj P. Karpinski, Pawel Rudyk
Fuzzy Clustering of Biomedical Datasets Using BSB-Neuro-Fuzzy-Model. IDDM (2018)
Iryna Perova, Olena Litovchenko, Yevgeniy V. Bodyanskiy, Yelizaveta Brazhnykova, Igor Zavgorodnii, Pavlo Mulesa
Medical Data-Stream Mining in the Area of Electromagnetic Radiation and Low Temperature Influence on Biological Objects. DSMP (2018)
Iryna Perova, Yevgeniy V. Bodyanskiy
Adaptive Human Machine Interaction Approach for Feature Selection-Extraction Task in Medical Data Mining. Int. J. Comput. 17 (2018)
Iryna Pliss, Iryna Perova
Diagnostic Neuro-Fuzzy System and Its Learning in Medical Data Mining Tasks in Conditions of Uncertainty about Numbers of Attributes and Diagnoses. Autom. Control. Comput. Sci. 51 (6) (2017)
Iryna Perova, Yevgeniy V. Bodyanskiy
Fast Medical Diagnostics using Autoassociative Neuro-fuzzy Memory. Int. J. Comput. 16 (2017)
Iryna Perova, Iryna Pliss, Gennadiy Churyumov, Franklin M. Eze, Samer Mohamed Kanaan Mahmoud
Neo-fuzzy approach for medical diagnostics tasks in online-mode. DSMP (2016)
Iryna Perova, Pavlo Mulesa
Fuzzy spacial extrapolation method using Manhattan metrics for tasks of Medical Data mining. CSIT (2015)