Katarzyna Poczeta
Orcid: 0000-0002-1446-491X
According to our database1,
Katarzyna Poczeta
authored at least 26 papers
between 2014 and 2023.
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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
A multi-label text message classification method designed for applications in call/contact centre systems.
Appl. Soft Comput., September, 2023
2022
Innovations of Enterprises with Chinese Capital in Poland. LiuGong Dressta Machinery - case study.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
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
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, 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
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Temperature Forecasting for Energy Saving in Smart Buildings Based on Fuzzy Cognitive Map.
Proceedings of the Automation 2018, 2018
2017
A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks.
Neurocomputing, 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
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
Hybrid model for water demand prediction based on fuzzy cognitive maps and artificial neural networks.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 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
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 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
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
2014
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