| 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 | 50 | 2017 |
| 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 | 33 | 2015 |
| 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 | 26 | 2015 |
| 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 | 24 | 2014 |
| 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 | 19 | 2016 |
| 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 | 19 | 2012 |
| 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 | 14 | 2016 |
| 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 | 13 | 2014 |
| 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 | 10 | 2019 |
| Application of fuzzy cognitive maps to electricity consumption prediction EI Papageorgiou, K Poczęta 2015 Annual Conference of the North American Fuzzy Information Processing …, 2015 | 10 | 2015 |
| 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 | 8 | 2019 |
| 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 | 8 | 2017 |
| 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 | 7 | 2018 |
| 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 | 6 | 2018 |
| Zastosowanie map kognitywnych w inteligentnych systemach wspomagania podejmowania decyzji K Piotrowska Logistyka, 2011 | 6 | 2011 |
| 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 | 5 | 2017 |
| 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 | 5 | 2015 |
| 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 | 4 | 2018 |
| 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 | 4 | 2018 |
Elpiniki PapageorgiouAssociate Professor in Computer Science, University of ThessalyZweryfikowany adres z uth.gr
