Maksim Belyaev

24 papers Journal 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Clinical decision support system for detecting right ventricular dysfunction in acute pulmonary embolism: Explainable a new Binary Rule Search (BRS) ensembles and robustness evaluation. Artif. Intell. Medicine Mehmet Tahir Huyut, Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Mustafa Tosun, Bünyamin Sertogullarindan, Sebnem Karaoglanoglu, Abdussamed Yasin Demir, Dmitry G. Korzun
2025	J	`jnl`	A Novel Approach for Estimating Positive Lyapunov Exponents in One-Dimensional Chaotic Time Series Using Machine Learning. CoRR Andrey Velichko, Maksim Belyaev, Petr Boriskov
2024	J	`jnl`	Objective Features Extracted from Motor Activity Time Series for Food Addiction Analysis Using Machine Learning. CoRR Mikhail Borisenkov, Andrei Velichko, Maksim Belyaev, Dmitry G. Korzun, Tatyana Tserne, Larisa Bakutova, Denis Gubin
2023	J	`jnl`	A Bio-Inspired Chaos Sensor Based on the Perceptron Neural Network: Concept and Application for Computational Neuro-science. CoRR Andrei Velichko, Petr Boriskov, Maksim Belyaev, Vadim Putrolaynen
2023	J	`jnl`	A Bio-Inspired Chaos Sensor Model Based on the Perceptron Neural Network: Machine Learning Concept and Application for Computational Neuro-Science. Sensors Andrei Velichko, Petr Boriskov, Maksim Belyaev, Vadim Putrolaynen
2023	J	`jnl`	Entropy-Based Machine Learning Model for Fast Diagnosis and Monitoring of Parkinson's Disease. Sensors Maksim Belyaev, Murugappan Murugappan, Andrei Velichko, Dmitry G. Korzun
2023	J	`jnl`	Entropy-based machine learning model for diagnosis and monitoring of Parkinson's Disease in smart IoT environment. CoRR Maksim Belyaev, Murugappan Murugappan, Andrei Velichko, Dmitry G. Korzun
2023	J	`jnl`	Imagery Tracking of Sun Activity Using 2D Circular Kernel Time Series Transformation, Entropy Measures and Machine Learning Approaches. CoRR Irewola Aaron Oludehinwa, Andrei Velichko, Maksim Belyaev, Olasunkanmi I. Olusola
2023	J	`jnl`	Neural Network Entropy (NNetEn): EEG Signals and Chaotic Time Series Separation by Entropy Features, Python Package for NNetEn Calculation. CoRR Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari
2023	J	`jnl`	Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation. Algorithms Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari
2022	J	`jnl`	Bifurcation and Entropy Analysis of a Chaotic Spike Oscillator Circuit Based on the S-Switch. Entropy Petr Boriskov, Andrei Velichko, Nikolay Shilovsky, Maksim Belyaev
2022	J	`jnl`	Detection of Risk Predictors of COVID-19 Mortality with Classifier Machine Learning Models Operated with Routine Laboratory Biomarkers. CoRR Mehmet Tahir Huyut, Andrei Velichko, Maksim Belyaev
2022	J	`jnl`	Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing. CoRR Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat
2022	J	`jnl`	Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing. Remote. Sens. Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat
2022	J	`jnl`	Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application. CoRR Andrei Velichko, Mehmet Tahir Huyut, Maksim Belyaev, Yuriy Izotov, Dmitry G. Korzun
2022	J	`jnl`	Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application. Sensors Andrei Velichko, Mehmet Tahir Huyut, Maksim Belyaev, Yuriy Izotov, Dmitry G. Korzun
2021	J	`jnl`	Higher-order and long-range synchronization effects for classification and computing in oscillator-based spiking neural networks. Neural Comput. Appl. Andrei Velichko, Vadim Putrolaynen, Maksim Belyaev
2020	J	`jnl`	Switching dynamics of single and coupled VO2-based oscillators as elements of neural networks. CoRR Andrei Velichko, Maksim Belyaev, Vadim Putrolaynen, Alexander Pergament, Valentin Perminov
2020	J	`jnl`	Thermal coupling and effect of subharmonic synchronization in a system of two VO2 based oscillators. CoRR Andrei Velichko, Maksim Belyaev, Vadim Putrolaynen, Valentin Perminov, Alexander Pergament
2019	J	`jnl`	Capacitorless Model of a VO2 Oscillator. CoRR Maksim Belyaev, A. A. Velichko
2019	J	`jnl`	FPGA-based testing system of NAND-memory multi-chip modules. Microelectron. J. Sergey Podryadchikov, Vadim Putrolaynen, Maksim Belyaev, Mikhail Chuvstvin, Igor Tabachnik
2019	J	`jnl`	The non-capacitor model of leaky integrate-and-fire VO CoRR Andrey Velichko, Maksim Belyaev, D. V. Ryabokon, S. D. Khanin
2018	J	`jnl`	Effects of Higher Order and Long-Range Synchronizations for Classification and Computing in Oscillator-Based Spiking Neural Networks. CoRR Andrey Velichko, Vadim Putrolaynen, Maksim Belyaev
2018	J	`jnl`	Model of an oscillatory neural network with multilevel neurons for pattern recognition. CoRR Andrey Velichko, Maksim Belyaev, Petr Boriskov