Alexander Yastrebov

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 18

Top Topics

Decision Support

Evolutionary Algorithm

Top Venues

Publications

Alexander Yastrebov, Lukasz Kubus, Katarzyna Poczeta
Multiobjective evolutionary algorithm IDEA and k-means clustering for modeling multidimenional medical data based on fuzzy cognitive maps. Nat. Comput. 22 (3) (2023)
Agnieszka Chodorek, Robert Ryszard Chodorek, Alexander Yastrebov
The Prototype Monitoring System for Pollution Sensing and Online Visualization with the Use of a UAV and a WebRTC-Based Platform. Sensors 22 (4) (2022)
Agnieszka Chodorek, Robert R. Chodorek, Alexander Yastrebov
Weather Sensing in an Urban Environment with the Use of a UAV and WebRTC-Based Platform: A Pilot Study. Sensors 21 (21) (2021)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
Multidimensional medical data modeling based on fuzzy cognitive maps and k-means clustering. KES (2020)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts. Biosyst. 179 (2019)
Alexander Yastrebov, Lukasz Kubus, Katarzyna Poczeta
An Analysis of Evolutionary Algorithms for Multiobjective Optimization of Structure and Learning of Fuzzy Cognitive Maps Based on Multidimensional Medical Data. TPNC (2019)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
Reprint of: Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts. Biosyst. 186 (2019)
Lukasz Kubus, Alexander Yastrebov, Katarzyna Poczeta, Magdalena Poterala, Leszek Gromadzinski
The use of fuzzy cognitive maps in evaluation of prognosis of chronic heart failure patients. SPA (2018)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
Temperature Forecasting for Energy Saving in Smart Buildings Based on Fuzzy Cognitive Map. AUTOMATION (2018)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
An Evolutionary Algorithm Based on Graph Theory Metrics for Fuzzy Cognitive Maps Learning. TPNC (2017)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
Structure Optimization and Learning of Fuzzy Cognitive Map with the Use of Evolutionary Algorithm and Graph Theory Metrics. WCO@FedCSIS (2017)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
Concepts Selection in Fuzzy Cognitive Map using Evolutionary Learning Algorithm based on Graph Theory Metrics. FedCSIS (Communication Papers) (2017)
Grzegorz Slon, Alexander Yastrebov
Remarks on the uncertainty expansion problem in calculations of models of relational fuzzy cognitive maps. FUZZ-IEEE (2017)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
Learning Fuzzy Cognitive Maps Using Evolutionary Algorithm Based on System Performance Indicators. AUTOMATION (2017)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
An Economic Decision Support System based on Fuzzy Cognitive Maps with Evolutionary Learning Algorithm. FedCSIS (Position Papers) (2016)
Lukasz Kubus, Katarzyna Poczeta, Alexander Yastrebov
A new learning approach for fuzzy cognitive maps based on system performance indicators. FUZZ-IEEE (2016)
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Alexander Yastrebov, Chrysi S. Laspidou
Fuzzy Cognitive Maps and Multi-step Gradient Methods for Prediction: Applications to Electricity Consumption and Stock Exchange Returns. KES-IDT (2015)
Katarzyna Poczeta, Alexander Yastrebov, Elpiniki I. Papageorgiou
Learning fuzzy cognitive maps using Structure Optimization Genetic Algorithm. FedCSIS (2015)
Katarzyna Poczeta, Alexander Yastrebov
Analysis of fuzzy cognitive maps with multi-step learning algorithms in valuation of owner-occupied homes. FUZZ-IEEE (2014)
Grzegorz Slon, Alexander Yastrebov
Optimization and Adaptation of Dynamic Models of Fuzzy Relational Cognitive Maps. RSFDGrC (2011)
Stanislaw Gad, Mariusz Laskawski, Grzegorz Slon, Alexander Yastrebov, Andrzej Zawadzki
Fuzzy-Neural Networks in the Diagnosis of Motor-Car's Current Supply Circuit. ICAISC (2004)