Iryna Perova

19 papers C 1Misc 2Journal 3Unranked 13
YearRankTypeTitle / Venue / Authors
2024 — conf
Machine Learning Method to Identifying Early Factors Leading to Burnout Among Medical Professionals.
ISDMCI (1)
Iryna Perova, Igor Zavgorodnii, Olena Litovchenko, Irina Böckelmann, Iryna Chehovska, Danylo Chyhryn, Oleksandr Novytskyy
2022 — conf
Pre-pathological Diagnostic Criteria for Professional Burnout in Healthcare Workers.
IT&I
Igor Zavgorodnii, Iryna Perova, Olena Litovchenko, Tetiana Bahlaienko
2021 — conf
Early Revealing of Professional Burnout Predictors in Emergency Care Workers.
ISDMCI
Igor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak, Oleksandr Novytskyy
2021 — conf
Essential R Peak Detector Based on the Polynomial Fitting.
ISDMCI
Olha Velychko, Oleh Datsok, Iryna Perova
2021 — conf
Neurocompressor-based Analysis of the Combined Action of Occupational Hazards on Human Health.
IDAACS
Iryna Perova, Olena Litovchenko, Oleksandra Yeremenko, Igor Zavgorodnii, Nelia Miroshnychenko, Oleksandr Novytskyy
2020 Misc conf
An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments.
CSIT
Sergii Babichev, Orest Khamula, Iryna Perova, Bohdan Durnyak
2020 — conf
Expansion of the Capabilities of Chromatography-Mass Spectrometry Due to the Numerical Decomposition of the Signal with the Mutual Superposition of Mass Spectra.
DSMP (Selected Papers)
Serge Olszewski, Yeva Zajets, Violetta Demchenko, Oleg Boskin, Mariia Voronenko, Volodymyr Lytvynenko, Iryna Perova, Dmitry Stepanchikov
2020 — conf
Identification of Predictors of Burnout Among Employees of Socially Significant Professions.
DSMP (Selected Papers)
Igor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak
2020 — conf
Solving Fraud Detection Tasks Based on Wavelet-Neuro Autoencoder.
ISDMCI
Olena Vynokurova, Dmytro Peleshko, Polina Zhernova, Iryna Perova, Andrii Kovalenko
2020 — conf
The Approach for the Definition of Hemodynamic State in Pregnant Women with Extragenital Malformations.
ISDMCI
Iryna Perova, Oleh Datsok, Polina Zhernova, Olha Velychko, Svitlana Bahan
2020 — conf
The Definition of Influence Different Drug Exposure Types to Medical Indicators of White Rats.
DSMP
Iryna Perova, Olha Lalymenko, Igor Zavgorodnii, Viktor Reshetnik, Nelia Miroshnychenko
2019 — conf
Recognition of Human Primitive Motions for the Fitness Trackers.
ISDMCI
Iryna Perova, Polina Zhernova, Oleh Datsok, Yevgeniy V. Bodyanskiy, Olha Velychko
2018 J jnl
Adaptive Human Machine Interaction Approach for Feature Selection-Extraction Task in Medical Data Mining.
Int. J. Comput.
Iryna Perova, Yevgeniy V. Bodyanskiy
2018 C conf
Fuzzy Clustering of Biomedical Datasets Using BSB-Neuro-Fuzzy-Model.
IDDM
Iryna Perova, Yevgeniy V. Bodyanskiy, Anatoliy Sachenko, Mikolaj P. Karpinski, Pawel Rudyk
2018 — conf
Medical Data-Stream Mining in the Area of Electromagnetic Radiation and Low Temperature Influence on Biological Objects.
DSMP
Iryna Perova, Olena Litovchenko, Yevgeniy V. Bodyanskiy, Yelizaveta Brazhnykova, Igor Zavgorodnii, Pavlo Mulesa
2017 J jnl
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.
Iryna Pliss, Iryna Perova
2017 J jnl
Fast Medical Diagnostics using Autoassociative Neuro-fuzzy Memory.
Int. J. Comput.
Iryna Perova, Yevgeniy V. Bodyanskiy
2016 — conf
Neo-fuzzy approach for medical diagnostics tasks in online-mode.
DSMP
Iryna Perova, Iryna Pliss, Gennadiy Churyumov, Franklin M. Eze, Samer Mohamed Kanaan Mahmoud
2015 Misc conf
Fuzzy spacial extrapolation method using Manhattan metrics for tasks of Medical Data mining.
CSIT
Iryna Perova, Pavlo Mulesa