Sergey A. Subbotin

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 28

Top Topics

Medical Diagnostic

Instance Selection

Linear Regression

Top Venues

Autom. Control. Comput. Sci.

Publications

Yevhenii Shendrikov, Daria Tabunshchyk, Sergey A. Subbotin, Peter Arras, Galyna Tabunshchyk
Implementation of Language Processing Tools for the University Quality System. IDAACS (2021)
Mykhailo Poliakov, Sergey A. Subbotin, Oleksii Poliakov
The Contour of Causality in Control Automata of Systems. CMIS (2021)
Volodymyr Rusyn, Sergey A. Subbotin, Aceng Sambas
Simple Autonomous Security System Based On Arduino UNO Platform and Fingerprint Scanner Module: A Study Case. CMIS (2021)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Vadym Shkarupylo
Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis. IntelITSIS (2021)
Serhii Leoshchenko, Andrii Oliinyk, Sergey A. Subbotin, Viktor Lytvyn, Oleksandr Korniienko
Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics Tasks. IDDM (2021)
Serhii Leoshchenko, Andrii Oliinyk, Sergey A. Subbotin, Viktor Lytvyn, Oleksandr Korniienko
Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis. CMIS (2021)
Sergey A. Subbotin
The quality indicators of decision tree and forest based models. CMIS (2020)
Serhii Leoshchenko, Andrii Oliinyk, Sergey A. Subbotin
Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis. ACIT (2020)
Ruslan Aliev, Ekaterina Kondrateva, Maxim Sharaev, Oleg Bronov, Alexey Marinets, Sergey A. Subbotin, Alexander Bernstein, Evgeny Burnaev
Convolutional neural networks for automatic detection of Focal Cortical Dysplasia. CoRR (2020)
Serhii Leoshchenko, Sergey A. Subbotin, Andrii O. Oliinyk, Viktor Lytvyn, Matviy Ilyashenko
Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis. CMIS (2020)
Dmytro Kavrin, Sergey A. Subbotin
Bagging-based instance selection for instance-based classification. CMIS (2020)
Volodymyr Rusyn, Sergey A. Subbotin, Aceng Sambas
Analysis and experimental realization of the logistic map using Arduino Pro Mini. CMIS (2020)
Oleh Pihnastyi, Valery Khodusov, Sergey A. Subbotin
Linear Regression Model of the Conveyor Type Transport System. ICST (2020)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Tetiana Zaiko, Serhii Shylo, Viktor Lytvyn
Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis. IDDM (2020)
Sergey A. Subbotin
A Random Forest Model Building Using A priori Information for Diagnosis. CMIS (2019)
Jan Rabcan, Vitaly G. Levashenko, Elena Zaitseva, Miroslav Kvassay, Sergey A. Subbotin
Application of Fuzzy Decision Tree for Signal Classification. IEEE Trans. Ind. Informatics 15 (10) (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey A. Subbotin, Viktor Lytvyn
Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine. CMIS (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey A. Subbotin, Tetiana Zaiko
Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application. MoMLeT (2019)
Igor Limarev, Sergey A. Subbotin, Andrii O. Oliinyk, Ihor Drokin
Diagnostic Signal Nonstationarity Reduction to Predict the Helicopter Transmission State on the Basis of Intelligent Information Technologies. CMIS (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Nataliia Gorobii, Vadym Shkarupylo
Modification of the Genetic Method for Neuroevolution Synthesis of Neural Network Models for Medical Diagnosis. CMIS (2019)
Dmytro Kavrin, Sergey A. Subbotin
The Sampling Method Preserving Interclass Boundaries. CMIS (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Tetiana Zaiko, Nataliia Gorobii
Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics. IDDM (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Nataliia Gorobii, Tetiana Zaiko
Synthesis of Artificial Neural Networks Using a Modified Genetic Algorithm. IDDM (2018)
Sergey A. Subbotin
Quasi-Relief Method of Informative Features Selection for Classification. CSIT (1) (2018)
Andrii Oliinyk, Sergey A. Subbotin, Valerii Lovkin, Serhii Leoshchenko, Tetiana Zaiko
Feature Selection Based on Parallel Stochastic Computing. CSIT (1) (2018)
Sergey A. Subbotin, Olga Gladkova, Anzhelika Parkhomenko
Knowledge-Based Recommendation System for Embedded Systems Platform-Oriented Design. CSIT (1) (2018)
Sergey A. Subbotin, Elena Kirsanova
The Regression Tree Model Building Based on a Cluster-Regression Approximation for Data-Driven Medicine. IDDM (2018)
Andrii O. Oliinyk, S. Yu. Skrupsky, Sergey A. Subbotin, Igor Korobiichuk
Parallel method of production rules extraction based on computational intelligence. Autom. Control. Comput. Sci. 51 (4) (2017)
Sergey A. Subbotin
The Instance Selection method for Neuro-fuzzy Model synthesis. Int. J. Comput. 13 (3) (2014)