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Katarzyna Poczęta

Observed names: K. Poczęta, Katarzyna Piotrowska, Katarzyna Poczeta
Observed institution: Kielce University of Technology
ORCID: 0000-0002-1446-491X
Observed ORCID: 0000-0002-1446-491X
OpenAlex ID: A5056178652
A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks
2016 · Elpiniki I. Papageorgiou, Katarzyna Poczęta · Neurocomputing · 82
Machine Learning Approaches to Predict Electricity Production from Renewable Energy Sources
2022 · Adam Krechowicz, Maria Krechowicz, et al. · Energies · 73
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Learning Fuzzy Cognitive Maps using Structure Optimization Genetic Algorithm
2015 · Katarzyna Poczęta, Alexander Yastrebov, et al. · Annals of Computer Science and Information Systems · 57
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Fuzzy Cognitive Maps Optimization for Decision Making and Prediction
2020 · Katarzyna Poczeta, Elpiniki I. Papageorgiou, et al. · Mathematics · 46
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Application of Fuzzy Cognitive Maps to water demand prediction
2015 · Elpiniki I. Papageorgiou, Katarzyna Poczeta, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 46
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
2019 · Konstantinos I. Papageorgiou, Katarzyna Poczeta, et al. · Algorithms · 31
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Energy Use Forecasting with the Use of a Nested Structure Based on Fuzzy Cognitive Maps and Artificial Neural Networks
2022 · Katarzyna Poczeta, Elpiniki I. Papageorgiou · Energies · 29
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Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts
2019 · Katarzyna Poczeta, Łukasz Kubuś, et al. · Biosystems · 29
Analysis of multi-step algorithms for cognitive maps learning
2014 · A. Jastriebow, K. Poczęta · Bulletin of the Polish Academy of Sciences Technical Sciences · 25
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Hybrid model for water demand prediction based on fuzzy cognitive maps and artificial neural networks
2016 · Elpiniki I. Papageorgiou, Katarzyna Poczeta, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 22
Forecasting of Day-Ahead Natural Gas Consumption Demand in Greece Using Adaptive Neuro-Fuzzy Inference System
2020 · Konstantinos Papageorgiou, Elpiniki I. Papageorgiou, et al. · Energies · 19
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Application of fuzzy cognitive maps to electricity consumption prediction
2015 · Elpiniki I. Papageorgiou, Katarzyna Poczeta · Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS) · 18
A multi-label text message classification method designed for applications in call/contact centre systems
2023 · Katarzyna Poczeta, Mirosław Płaza, et al. · Applied Soft Computing · 17
Implementing Fuzzy Cognitive Maps with Neural Networks for Natural Gas Prediction
2018 · Katarzyna Poczeta, Elpiniki I. Papageorgiou · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 17
Analysis of fuzzy cognitive maps with multi-step learning algorithms in valuation of owner-occupied homes
2014 · Katarzyna Poczeta, Alexander Yastrebov · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 16
A new learning approach for fuzzy cognitive maps based on system performance indicators
2016 · Lukasz Kubus, Katarzyna Poczeta, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 15
Application of Fuzzy Cognitive Maps to Multi-Step Ahead Prediction of Electricity Consumption
2018 · Katarzyna Poczeta, Elpiniki I. Papageorgiou, et al. · Conference on Electrotechnology: Processes, Models, Control and Computer Science (EPMCCS) · 14
Forecasting Reference Evapotranspiration Using Time Lagged Recurrent Neural Network
2020 · Georgios Proias, Ioannis Gravalos, et al. · WSEAS TRANSACTIONS ON ENVIRONMENT AND DEVELOPMENT · 13
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Fuzzy Cognitive Maps and Multi-step Gradient Methods for Prediction: Applications to Electricity Consumption and Stock Exchange Returns
2015 · Elpiniki I. Papageorgiou, Katarzyna Poczęta, et al. · Smart innovation, systems and technologies · 12
Multiobjective evolutionary algorithm IDEA and k-means clustering for modeling multidimenional medical data based on fuzzy cognitive maps
2022 · Alexander Yastrebov, Łukasz Kubuś, et al. · Natural Computing · 11
The use of fuzzy cognitive maps in evaluation of prognosis of chronic heart failure patients
2018 · Lukasz Kubus, Alexander Yastrebov, et al. · Signal Processing: Algorithms, Architectures, Arrangements, and Applications · 9
Toward Using Fuzzy Grey Cognitive Maps in Manned and Autonomous Collision Avoidance at Sea
2025 · Mateusz Gil, Katarzyna Poczęta, et al. · IEEE Journal of Oceanic Engineering · 7
Analysis of the retraining strategies for multi-label text message classification in call/contact center systems
2024 · Katarzyna Poczeta, Mirosław Płaza, et al. · Scientific Reports · 6
Learning Fuzzy Cognitive Maps Using Evolutionary Algorithm Based on System Performance Indicators
2017 · Katarzyna Poczęta, Łukasz Kubuś, et al. · Advances in intelligent systems and computing · 6
An Evolutionary Algorithm Based on Graph Theory Metrics for Fuzzy Cognitive Maps Learning
2017 · Katarzyna Poczeta, Łukasz Kubuś, et al. · Lecture notes in computer science · 6
Works count: 44
Citation count: 674
H-index: 15
I10-index: 20
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