Katarzyna Poczeta

25 papers B 6C 1Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
Porosity Classification in High Pressure Die Casting Using Thermal Images and Sensor Data Fusion via Fuzzy Cognitive Maps.
VISAPP (1)
Tomasz Michno, Roxana-Maria Holom, Sebastian Schmalzer, Pauline Meyer-Heye, Giulia Scampone, Elias Riegler, Matthias Hartmann, Urban Repansek, Nejc Kosir, Peter Sifrer, Katarzyna Poczeta
2023 J jnl
A multi-label text message classification method designed for applications in call/contact centre systems.
Appl. Soft Comput.
Katarzyna Poczeta, Miroslaw Plaza, Tomasz Michno, Maria Krechowicz, Michal Zawadzki
2023 J jnl
Multiobjective evolutionary algorithm IDEA and k-means clustering for modeling multidimenional medical data based on fuzzy cognitive maps.
Nat. Comput.
Alexander Yastrebov, Lukasz Kubus, Katarzyna Poczeta
2020 B conf
Multidimensional medical data modeling based on fuzzy cognitive maps and k-means clustering.
KES
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
2019 — conf
An Analysis of Evolutionary Algorithms for Multiobjective Optimization of Structure and Learning of Fuzzy Cognitive Maps Based on Multidimensional Medical Data.
TPNC
Alexander Yastrebov, Lukasz Kubus, Katarzyna Poczeta
2019 J jnl
Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts.
Biosyst.
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
2019 J jnl
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
Konstantinos Papageorgiou, Katarzyna Poczeta, Elpiniki Papageorgiou, Vassilis C. Gerogiannis, George I. Stamoulis
2019 J jnl
Reprint of: Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts.
Biosyst.
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
2018 B conf
Implementing Fuzzy Cognitive Maps with Neural Networks for Natural Gas Prediction.
ICTAI
Katarzyna Poczeta, Elpiniki I. Papageorgiou
2018 — conf
Temperature Forecasting for Energy Saving in Smart Buildings Based on Fuzzy Cognitive Map.
AUTOMATION
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
2018 — conf
The use of fuzzy cognitive maps in evaluation of prognosis of chronic heart failure patients.
SPA
Lukasz Kubus, Alexander Yastrebov, Katarzyna Poczeta, Magdalena Poterala, Leszek Gromadzinski
2017 J jnl
A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks.
Neurocomputing
Elpiniki I. Papageorgiou, Katarzyna Poczeta
2017 — conf
An Evolutionary Algorithm Based on Graph Theory Metrics for Fuzzy Cognitive Maps Learning.
TPNC
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
2017 — conf
Concepts Selection in Fuzzy Cognitive Map using Evolutionary Learning Algorithm based on Graph Theory Metrics.
FedCSIS (Communication Papers)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
2017 — conf
Learning Fuzzy Cognitive Maps Using Evolutionary Algorithm Based on System Performance Indicators.
AUTOMATION
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
2017 — conf
Structure Optimization and Learning of Fuzzy Cognitive Map with the Use of Evolutionary Algorithm and Graph Theory Metrics.
WCO@FedCSIS
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov
2016 B conf
A new learning approach for fuzzy cognitive maps based on system performance indicators.
FUZZ-IEEE
Lukasz Kubus, Katarzyna Poczeta, Alexander Yastrebov
2016 — conf
An Economic Decision Support System based on Fuzzy Cognitive Maps with Evolutionary Learning Algorithm.
FedCSIS (Position Papers)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
2016 B conf
Hybrid model for water demand prediction based on fuzzy cognitive maps and artificial neural networks.
FUZZ-IEEE
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Chrysi S. Laspidou
2015 B conf
Application of Fuzzy Cognitive Maps to water demand prediction.
FUZZ-IEEE
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Chrysi S. Laspidou
2015 — conf
Application of fuzzy cognitive maps to electricity consumption prediction.
NAFIPS/WConSC
Elpiniki I. Papageorgiou, Katarzyna Poczeta
2015 — conf
Fuzzy Cognitive Maps and Multi-step Gradient Methods for Prediction: Applications to Electricity Consumption and Stock Exchange Returns.
KES-IDT
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Alexander Yastrebov, Chrysi S. Laspidou
2015 C conf
Learning fuzzy cognitive maps using Structure Optimization Genetic Algorithm.
FedCSIS
Katarzyna Poczeta, Alexander Yastrebov, Elpiniki I. Papageorgiou
2015 — ch.
Monitoring and Prediction of Time Series Based on Fuzzy Cognitive Maps with Multi-step Gradient Methods.
Progress in Automation, Robotics and Measuring Techniques
Katarzyna Poczeta, Alexander Yastrebov
2014 B conf
Analysis of fuzzy cognitive maps with multi-step learning algorithms in valuation of owner-occupied homes.
FUZZ-IEEE
Katarzyna Poczeta, Alexander Yastrebov