Katarzyna Poczęta
Tytuł
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A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks
EI Papageorgiou, K Poczęta
Neurocomputing 232, 113-121, 2017
502017
Learning fuzzy cognitive maps using structure optimization genetic algorithm
K Poczęta, A Yastrebov, EI Papageorgiou
2015 federated conference on computer science and information systems …, 2015
332015
Application of fuzzy cognitive maps to water demand prediction
EI Papageorgiou, K Poczęta, C Laspidou
2015 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-8, 2015
262015
Analysis of multi-step algorithms for cognitive maps learning
A Jastriebow, K Poczęta
Bulletin of the Polish Academy of Sciences Technical Sciences 62 (4), 735–741, 2014
242014
Hybrid model for water demand prediction based on fuzzy cognitive maps and artificial neural networks
EI Papageorgiou, K Poczęta, C Laspidou
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1523-1530, 2016
192016
Simulation analysis of multistep algorithms of relational cognitive maps learning
A Yastrebov, K Piotrowska, B Kuzminska-Solsnia, M Raczynska
Computer technologies in science, technology and education, 126-137, 2012
192012
A new learning approach for fuzzy cognitive maps based on system performance indicators
Ł Kubuś, K Poczęta, A Yastrebov
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1398-1404, 2016
142016
Analysis of fuzzy cognitive maps with multi-step learning algorithms in valuation of owner-occupied homes
K Poczeta, A Yastrebov
2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1029-1035, 2014
132014
Intelligent expert system based on cognitive maps
K Piotrowska
Studia Informatica 33 (2A), 605-616, 2012
12*2012
Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts
K Poczeta, Ł Kubuś, A Yastrebov
Biosystems 179, 39-47, 2019
102019
Application of fuzzy cognitive maps to electricity consumption prediction
EI Papageorgiou, K Poczęta
2015 Annual Conference of the North American Fuzzy Information Processing …, 2015
102015
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
KI Papageorgiou, K Poczeta, E Papageorgiou, VC Gerogiannis, ...
Algorithms 12 (11), 235, 2019
82019
Fuzzy cognitive maps and multi-step gradient methods for prediction: applications to electricity consumption and stock exchange returns
EI Papageorgiou, K Poczęta, A Yastrebov, C Laspidou
International Conference on Intelligent Decision Technologies, 501-511, 2017
82017
Application of fuzzy cognitive maps to multi-step ahead prediction of electricity consumption
K Poczeta, EI Papageorgiou, A Yastrebov
2018 Conference on Electrotechnology: Processes, Models, Control and …, 2018
72018
Implementing fuzzy cognitive maps with neural networks for natural gas prediction
K Poczeta, EI Papageorgiou
2018 IEEE 30th International Conference on Tools with Artificial …, 2018
62018
Zastosowanie map kognitywnych w inteligentnych systemach wspomagania podejmowania decyzji
K Piotrowska
Logistyka, 2011
62011
An evolutionary algorithm based on graph theory metrics for fuzzy cognitive maps learning
K Poczeta, Ł Kubuś, A Yastrebov
International Conference on Theory and Practice of Natural Computing, 137-149, 2017
52017
Monitoring and prediction of time series based on fuzzy cognitive maps with multi-step gradient methods
K Poczęta, A Yastrebov
International Conference on Automation, 197-206, 2015
52015
The use of fuzzy cognitive maps in evaluation of prognosis of chronic heart failure patients
L Kubus, A Yastrebov, K Poczeta, M Poterala, L Gromadzinski
2018 Signal Processing: Algorithms, Architectures, Arrangements, and …, 2018
42018
Application of fuzzy cognitive maps with evolutionary learning algorithm to model decision support systems based on real-life and historical data
K Poczeta, Ł Kubuś, A Yastrebov, EI Papageorgiou
Recent Advances in Computational Optimization, 153-175, 2018
42018
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