S. Subbotin

发表

METHODS AND CHARACTERISTICS OF LOCALITY-PRESERVING TRANSFORMATIONS IN THE PROBLEMS OF COMPUTATIONAL INTELLIGENCE

S. Subbotin, S. Subbotin, S. A. Subbotin, 2014 .

Method of Artificial Neural Network Synthesis for Using in Integrated CAD

A. Oliinyk, S. Subbotin, S. Leoshchenko, 2019, 2019 IEEE 15th International Conference on the Experience of Designing and Application of CAD Systems (CADSM).

Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis

A. Oliinyk, S. Subbotin, S. Leoshchenko, 2020, 2020 10th International Conference on Advanced Computer Information Technologies (ACIT).

A stochastic approach for association rule extraction

A. A. Oliinyk, S. Subbotin, S. A. Subbotin, 2016, Pattern Recognition and Image Analysis.

Agent technologies for feature selection

A. Oliinyk, S. Subbotin, O. Oliinyk, 2012, Cybernetics and Systems Analysis.

DATA CLUSTERING BASED ON INDUCTIVE LEARNING OF NEURO-FUZZY NETWORK WITH DISTANCE HASHING

S. Subbotin, 2022, Radio Electronics, Computer Science, Control.

The neuro-fuzzy network synthesis and simplification on precedents in problems of diagnosis and pattern recognition

S. Subbotin, 2013, Optical Memory and Neural Networks.

A Random Forest Model Building Using A priori Information for Diagnosis

Sergey Subbotin, S. Subbotin, 2019, CMIS.

Feature Selection Based on Parallel Stochastic Computing

Andrii Oliinyk, Sergey Subbotin, Tetiana Zaiko, 2018, 2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT).

Parallel data reduction method for complex technical objects and processes

Andrii Oliinyk, Sergey Subbotin, Tetiana Zaiko, 2018, 2018 IEEE 9th International Conference on Dependable Systems, Services and Technologies (DESSERT).

THE FRACTAL ANALYSIS OF SAMPLE AND DECISION TREE MODEL

Ye. A. Gofman, S. Subbotin, 2020 .

The neural network model synthesis based on the fractal analysis

S. A. Subbotin, S. Subbotin, 2017, Optical Memory and Neural Networks.

Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application

Stepan Skrupsky, Sergey Subbotin, Tetiana Zaiko, 2019, MoMLeT.

Using Modern Architectures of Recurrent Neural Networks for Technical Diagnosis of Complex Systems

Andrii Oliinyk, Sergey Subbotin, Tetiana Zaiko, 2018, 2018 International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T).

Synthesis of Artificial Neural Networks Using a Modified Genetic Algorithm

Sergey Subbotin, Tetiana Zaiko, Serhii Leoshchenko, 2018, IDDM.

Multiagent optimization based on the bee-colony method

S. A. Subbotin, Al. A. Oleinik, S. Subbotin, 2009 .

The training set quality measures for neural network learning

S. A. Subbotin, S. Subbotin, 2010, Optical Memory and Neural Networks.

A new simulation approach of the electromagnetic fields in electrical machines

Andrii Oliinyk, Sergey Subbotin, Dmytro Yarymbash, 2017, 2017 International Conference on Information and Digital Technologies (IDT).

THE MODEL FOR ESTIMATION OF COMPUTER SYSTEM USED RESOURCES WHILE EXTRACTING PRODUCTION RULES BASED ON PARALLEL COMPUTATIONS

A. A. Oliinyk, Vadym Shkarupylo, S. Yu. Skrupsky, 2017 .

The decision tree construction based on a stochastic search for the neuro-fuzzy network synthesis

A. A. Oliinyk, S. A. Subbotin, S. Subbotin, 2015, Optical Memory and Neural Networks.

Experimental investigation with analyzing the training method complexity of neuro-fuzzy networks based on parallel random search

Andrii O. Oliinyk, Sergei A. Subbotin, S. Yu. Skrupsky, 2015, Automatic Control and Computer Sciences.

Using parallel random search to train fuzzy neural networks

Andrii O. Oliinyk, Sergei A. Subbotin, S. Yu. Skrupsky, 2014, Automatic Control and Computer Sciences.

Entropy Based Evolutionary Search for Feature Selection

S. Subbotin, A. Oleynik, S. Subbotin, 2007, 2007 9th International Conference - The Experience of Designing and Applications of CAD Systems in Microelectronics.

Using Recurrent Neural Networks for Data-Centric Business

Andrii Oliinyk, Sergey Subbotin, Serhii Leoshchenko, 2020 .

Feature selection based on bacteria foraging intelligence

S. Subbotin, A. Oleynik, 2009, 2009 10th International Conference - The Experience of Designing and Application of CAD Systems in Microelectronics.

Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis

A. Oliinyk, S. Subbotin, S. Leoshchenko, 2021, IntelITSIS.

Parallel method of production rules extraction based on computational intelligence

A. Oliinyk, S. Subbotin, I. Korobiichuk, 2017, Automatic Control and Computer Sciences.

Parallel Computer System Resource Planning for Synthesis of Neuro-Fuzzy Networks

Sergey Subbotin, Andrii Oliinyk, Stepan Skrupsky, 2016, ICONS 2016.

A stochastic approach for association rule extraction

S. Subbotin, A. Oliinyk, 2016, Pattern Recognition and Image Analysis.

Individual prediction of the hypertensive patient condition based on computational intelligence

Andrii Oliinyk, Sergey Subbotin, Stepan Skrupsky, 2015, 2015 International Conference on Information and Digital Technologies.

Multiagent Clustering Algorithm

Sergey Subbotin, Andrii Oliinyk, Oleksii Oliinyk, 2014 .

Agent technologies for feature selection

Andrii Oliinyk, O. O. Oliinyk, S. A. Subbotin, 2012 .

The decision tree construction based on a stochastic search for the neuro-fuzzy network synthesis

S. Subbotin, A. Oliinyk, 2015, Optical Memory and Neural Networks.

The multi objective evolutionary feature selection

S. Subbotin, A. Oleynik, S. Subbotin, 2008, 2008 International Conference on "Modern Problems of Radio Engineering, Telecommunications and Computer Science" (TCSET).

Modification of the Genetic Method for Neuroevolution Synthesis of Neural Network Models for Medical Diagnosis

Sergey Subbotin, Serhii Leoshchenko, Vadym Shkarupylo, 2019, CMIS.

INFORMATION TECHNOLOGY OF DIAGNOSIS MODELS SYNTHESIS BASED ON PARALLEL COMPUTING

Andrii Oliinyk, S. A. Subbotin, Tetiana Zaiko, 2017 .

Methods of semantic proximity extraction between the lexical units in infocommunication systems

Andrii Oliinyk, Sergey Subbotin, Tetiana Zaiko, 2017, 2017 4th International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T).

Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics

Sergey Subbotin, Tetiana Zaiko, Serhii Leoshchenko, 2019, IDDM.

Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis

A. Oliinyk, S. Subbotin, S. Leoshchenko, 2020, CMIS.

Neural network modeling of medications impact on the pressure of a patient with arterial hypertension

Sergey Subbotin, S. Subbotin, 2016, 2016 International Conference on Information and Digital Technologies (IDT).

Development of the indicator set of the features informativeness estimation for recognition and diagnostic model synthesis

Andrii Oliinyk, Sergey Subbotin, Serhii Leoshchenko, 2018, 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET).

Usage of Swarm Intelligence Strategies During Projection of Parallel Neuroevolution Methods for Neuromodel Synthesis

Andrii Oliinyk, Sergey Subbotin, Serhii Leoshchenko, 2020 .

Method of increasing the reliability of on-board electronic equipment with an analysis of reserves for the electrical, thermal and mechanical loads

Yury N. Kofanov, Svetlana Y. Sotnikova, Sergey A. Subbotin, 2016, 2016 IEEE Conference on Quality Management, Transport and Information Security, Information Technologies (IT&MQ&IS).

Neuroevolution Methods for Organizing the Search for Anomalies in Time Series

S. Subbotin, S. Leoshchenko, A. Oliinyk, 2023, CMIS.

THE INSTANCE SELECTION METHOD FOR NEURO-FUZZY MODEL SYNTHESIS

Sergey A. Subbotin, S. Subbotin, 2014 .

MODIFICATION AND PARALLELIZATION OF GENETIC ALGORITHM FOR SYNTHESIS OF ARTIFICIAL NEURAL NETWORKS

Andrii Oliinyk, Sergey Subbotin, Serhii Leoshchenko, 2019, Radio Electronics, Computer Science, Control.

Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis

Sergey Subbotin, Tetiana Zaiko, Serhii Shylo, 2020, IDDM.

Radial-Basis Function Neural Network Synthesis on the Basis of Decision Tree

Sergey Subbotin, S. Subbotin, 2020, Optical Memory and Neural Networks.