Iryna Perova

According to our database, Iryna Perova authored at least 18 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Pre-pathological Diagnostic Criteria for Professional Burnout in Healthcare Workers.

Igor Zavgorodnii, Iryna Perova, Olena Litovchenko, Tetiana Bahlaienko

Proceedings of the Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings Kyiv, Ukraine, November 30, 2022

2021

Early Revealing of Professional Burnout Predictors in Emergency Care Workers.

Igor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak, Oleksandr Novytskyy

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Essential R Peak Detector Based on the Polynomial Fitting.

Olha Velychko, Oleh Datsok, Iryna Perova

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Neurocompressor-based Analysis of the Combined Action of Occupational Hazards on Human Health.

Iryna Perova, Olena Litovchenko, Oleksandra Yeremenko, Igor Zavgorodnii, Nelia Miroshnychenko, Oleksandr Novytskyy

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

2020

Solving Fraud Detection Tasks Based on Wavelet-Neuro Autoencoder.

Olena Vynokurova, Dmytro Peleshko, Polina Zhernova, Iryna Perova, Andrii Kovalenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

The Approach for the Definition of Hemodynamic State in Pregnant Women with Extragenital Malformations.

Iryna Perova, Oleh Datsok, Polina Zhernova, Olha Velychko, Svitlana Bahan

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

Identification of Predictors of Burnout Among Employees of Socially Significant Professions.

Igor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak

DSMP (Selected Papers), 2020

The Definition of Influence Different Drug Exposure Types to Medical Indicators of White Rats.

Iryna Perova, Olha Lalymenko, Igor Zavgorodnii, Viktor Reshetnik, Nelia Miroshnychenko

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Expansion of the Capabilities of Chromatography-Mass Spectrometry Due to the Numerical Decomposition of the Signal with the Mutual Superposition of Mass Spectra.

Serge Olszewski, Yeva Zajets, Violetta Demchenko, Oleg Boskin, Mariia Voronenko, Volodymyr Lytvynenko, Iryna Perova, Dmitry Stepanchikov

DSMP (Selected Papers), 2020

An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments.

Sergii Babichev, Orest Khamula, Iryna Perova, Bohdan Durnyak

Proceedings of the Advances in Intelligent Systems and Computing V, 2020

2019

Recognition of Human Primitive Motions for the Fitness Trackers.

Iryna Perova, Polina Zhernova, Oleh Datsok, Yevgeniy V. Bodyanskiy, Olha Velychko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

2018

Adaptive Human Machine Interaction Approach for Feature Selection-Extraction Task in Medical Data Mining.

Iryna Perova, Yevgeniy V. Bodyanskiy

Int. J. Comput., 2018

Fuzzy Clustering of Biomedical Datasets Using BSB-Neuro-Fuzzy-Model.

Iryna Perova, Yevgeniy V. Bodyanskiy, Anatoliy Sachenko, Mikolaj P. Karpinski, Pawel Rudyk

Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

Medical Data-Stream Mining in the Area of Electromagnetic Radiation and Low Temperature Influence on Biological Objects.

Iryna Perova, Olena Litovchenko, Yevgeniy V. Bodyanskiy, Yelizaveta Brazhnykova, Igor Zavgorodnii, Pavlo Mulesa

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

2017

Fast Medical Diagnostics using Autoassociative Neuro-fuzzy Memory.

Iryna Perova, Yevgeniy V. Bodyanskiy

Int. J. Comput., 2017

Diagnostic Neuro-Fuzzy System and Its Learning in Medical Data Mining Tasks in Conditions of Uncertainty about Numbers of Attributes and Diagnoses.

Iryna Pliss, Iryna Perova

Autom. Control. Comput. Sci., 2017

2016

Neo-fuzzy approach for medical diagnostics tasks in online-mode.

Iryna Perova, Iryna Pliss, Gennadiy Churyumov, Franklin M. Eze, Samer Mohamed Kanaan Mahmoud

Proceedings of the First International Conference on Data Stream Mining & Processing, 2016

2015

Fuzzy spacial extrapolation method using Manhattan metrics for tasks of Medical Data mining.

Iryna Perova, Pavlo Mulesa

Proceedings of the Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies", 2015