Sergei A. Subbotin

According to our database1, Sergei A. Subbotin authored at least 21 papers between 2013 and 2020.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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Bibliography

2020
The quality indicators of decision tree and forest based models.
Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

Analysis and experimental realization of the logistic map using Arduino Pro Mini.
Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis.
Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

Bagging-based instance selection for instance-based classification.
Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

2019
Application of Fuzzy Decision Tree for Signal Classification.
IEEE Trans. Ind. Informatics, 2019

Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application.
Proceedings of the Modern Machine Learning Technologies, 2019

Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics.
Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

A Random Forest Model Building Using A priori Information for Diagnosis.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Diagnostic Signal Nonstationarity Reduction to Predict the Helicopter Transmission State on the Basis of Intelligent Information Technologies.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Modification of the Genetic Method for Neuroevolution Synthesis of Neural Network Models for Medical Diagnosis.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

The Sampling Method Preserving Interclass Boundaries.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

2018
Experimental Research and Analysis of Complexity of Parallel Method for Production Rules Extraction.
Autom. Control. Comput. Sci., 2018

The Regression Tree Model Building Based on a Cluster-Regression Approximation for Data-Driven Medicine.
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

Synthesis of Artificial Neural Networks Using a Modified Genetic Algorithm.
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

2017
Parallel method of production rules extraction based on computational intelligence.
Autom. Control. Comput. Sci., 2017

2015
The Instance and Feature Selection for Neural Network Based Diagnosis of Chronic Obstructive Bronchitis.
Proceedings of the Applications of Computational Intelligence in Biomedical Technology, 2015

Experimental investigation with analyzing the training method complexity of neuro-fuzzy networks based on parallel random search.
Autom. Control. Comput. Sci., 2015

2014
Factor analysis of transaction data bases.
Autom. Control. Comput. Sci., 2014

Using parallel random search to train fuzzy neural networks.
Autom. Control. Comput. Sci., 2014

2013
Methods of sampling based on exhaustive and evolutionary search.
Autom. Control. Comput. Sci., 2013


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