Katarzyna Poczeta

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 22

Top Topics

Evolutionary Algorithm

Electricity Consumption

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)
Katarzyna Poczeta, Miroslaw Plaza, Tomasz Michno, Maria Krechowicz, Michal Zawadzki
A multi-label text message classification method designed for applications in call/contact centre systems. Appl. Soft Comput. 145 (2023)
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)
Konstantinos Papageorgiou, Katarzyna Poczeta, Elpiniki Papageorgiou, Vassilis C. Gerogiannis, George I. Stamoulis
Exploring an Ensemble of Methods that Combines Fuzzy Cognitive Maps and Neural Networks in Solving the Time Series Prediction Problem of Gas Consumption in Greece. Algorithms 12 (11) (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)
Katarzyna Poczeta, Elpiniki I. Papageorgiou
Implementing Fuzzy Cognitive Maps with Neural Networks for Natural Gas Prediction. ICTAI (2018)
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)
Elpiniki I. Papageorgiou, Katarzyna Poczeta
A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks. Neurocomputing 232 (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)
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)
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Chrysi S. Laspidou
Hybrid model for water demand prediction based on fuzzy cognitive maps and artificial neural networks. FUZZ-IEEE (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
Application of fuzzy cognitive maps to electricity consumption prediction. NAFIPS/WConSC (2015)
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)
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Chrysi S. Laspidou
Application of Fuzzy Cognitive Maps to water demand prediction. FUZZ-IEEE (2015)
Katarzyna Poczeta, Alexander Yastrebov
Analysis of fuzzy cognitive maps with multi-step learning algorithms in valuation of owner-occupied homes. FUZZ-IEEE (2014)