Alexander Yastrebov

Orcid: 0000-0002-3260-8462

According to our database1, Alexander Yastrebov authored at least 24 papers between 2004 and 2023.

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

Timeline

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Bibliography

2023
Multiobjective evolutionary algorithm IDEA and k-means clustering for modeling multidimenional medical data based on fuzzy cognitive maps.
Nat. Comput., September, 2023

2022
The Prototype Monitoring System for Pollution Sensing and Online Visualization with the Use of a UAV and a WebRTC-Based Platform.
Sensors, 2022

2021
Weather Sensing in an Urban Environment with the Use of a UAV and WebRTC-Based Platform: A Pilot Study.
Sensors, 2021

2020
Multidimensional medical data modeling based on fuzzy cognitive maps and k-means clustering.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019
Reprint of: Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts.
Biosyst., 2019

Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts.
Biosyst., 2019

An Analysis of Evolutionary Algorithms for Multiobjective Optimization of Structure and Learning of Fuzzy Cognitive Maps Based on Multidimensional Medical Data.
Proceedings of the Theory and Practice of Natural Computing - 8th International Conference, 2019

2018
The use of fuzzy cognitive maps in evaluation of prognosis of chronic heart failure patients.
Proceedings of the Signal Processing: Algorithms, 2018

Temperature Forecasting for Energy Saving in Smart Buildings Based on Fuzzy Cognitive Map.
Proceedings of the Automation 2018, 2018

2017
An Evolutionary Algorithm Based on Graph Theory Metrics for Fuzzy Cognitive Maps Learning.
Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017

Remarks on the uncertainty expansion problem in calculations of models of relational fuzzy cognitive maps.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Structure Optimization and Learning of Fuzzy Cognitive Map with the Use of Evolutionary Algorithm and Graph Theory Metrics.
Proceedings of the Recent Advances in Computational Optimization, 2017

Concepts Selection in Fuzzy Cognitive Map using Evolutionary Learning Algorithm based on Graph Theory Metrics.
Proceedings of the Communication Papers of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Learning Fuzzy Cognitive Maps Using Evolutionary Algorithm Based on System Performance Indicators.
Proceedings of the Automation 2017, 2017

2016
A new learning approach for fuzzy cognitive maps based on system performance indicators.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

An Economic Decision Support System based on Fuzzy Cognitive Maps with Evolutionary Learning Algorithm.
Proceedings of the Position Papers of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015
Monitoring and Prediction of Time Series Based on Fuzzy Cognitive Maps with Multi-step Gradient Methods.
Proceedings of the Progress in Automation, Robotics and Measuring Techniques, 2015

Fuzzy Cognitive Maps and Multi-step Gradient Methods for Prediction: Applications to Electricity Consumption and Stock Exchange Returns.
Proceedings of the Intelligent Decision Technologies, 2015

Learning fuzzy cognitive maps using Structure Optimization Genetic Algorithm.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

2014
Synthesis and Analysis of Multi-Step Learning Algorithms for Fuzzy Cognitive Maps.
Proceedings of the Fuzzy Cognitive Maps for Applied Sciences and Engineering, 2014

Designing and Training Relational Fuzzy Cognitive Maps.
Proceedings of the Fuzzy Cognitive Maps for Applied Sciences and Engineering, 2014

Analysis of fuzzy cognitive maps with multi-step learning algorithms in valuation of owner-occupied homes.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2011
Optimization and Adaptation of Dynamic Models of Fuzzy Relational Cognitive Maps.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

2004
Fuzzy-Neural Networks in the Diagnosis of Motor-Car's Current Supply Circuit.
Proceedings of the Artificial Intelligence and Soft Computing, 2004


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