Wojciech Froelich
Wojciech Froelich
Institute of Computer Science, University of Silesia, Poland
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A review on methods and software for fuzzy cognitive maps
G Felix, G Nápoles, R Falcon, W Froelich, K Vanhoof, R Bello
Artificial intelligence review 52 (3), 1707-1737, 2019
Dynamic optimization of fuzzy cognitive maps for time series forecasting
JL Salmeron, W Froelich
Knowledge-Based Systems 105, 29-37, 2016
Evolutionary learning of fuzzy grey cognitive maps for the forecasting of multivariate, interval-valued time series
W Froelich, JL Salmeron
International Journal of Approximate Reasoning 55 (6), 1319-1335, 2014
Application of evolutionary fuzzy cognitive maps to the long-term prediction of prostate cancer
W Froelich, EI Papageorgiou, M Samarinas, K Skriapas
Applied Soft Computing 12 (12), 3810-3817, 2012
Application of evolutionary fuzzy cognitive maps for prediction of pulmonary infections
EI Papageorgiou, W Froelich
IEEE Transactions on Information Technology in Biomedicine 16 (1), 143-149, 2011
Multi-step prediction of pulmonary infection with the use of evolutionary fuzzy cognitive maps
EI Papageorgiou, W Froelich
Neurocomputing 92, 28-35, 2012
Integrating TOPSIS with interval-valued intuitionistic fuzzy cognitive maps for effective group decision making
P Hajek, W Froelich
Information Sciences 485, 394-412, 2019
Fuzzy cognitive maps in the modeling of granular time series
W Froelich, W Pedrycz
Knowledge-Based Systems 115, 110-122, 2017
Mining temporal medical data using adaptive fuzzy cognitive maps
W Froelich, A Wakulicz-Deja
2009 2nd Conference on Human System Interactions, 16-23, 2009
Predictive capabilities of adaptive and evolutionary fuzzy cognitive maps-a comparative study
W Froelich, P Juszczuk
Intelligent systems for knowledge management, 153-174, 2009
Domestic water consumption monitoring and behaviour intervention by employing the internet of things technologies
L Yang, SH Yang, E Magiera, W Froelich, T Jach, C Laspidou
Procedia Computer Science 111, 367-375, 2017
Towards improving the efficiency of the fuzzy cognitive map classifier
W Froelich
Neurocomputing 232, 83-93, 2017
Extended evolutionary learning of fuzzy cognitive maps for the prediction of multivariate time-series
W Froelich, EI Papageorgiou
Fuzzy cognitive maps for applied sciences and engineering, 121-131, 2014
Diagnosis of Parkinson's disease using speech samples and threshold-based classification
W Froelich, K Wrobel, P Porwik
Journal of Medical Imaging and Health Informatics 5 (6), 1358-1363, 2015
Learning fuzzy cognitive maps using a differential evolution algorithm
P Juszczuk, W Froelich
Pol. J. Environ. Stud 12 (3B), 108, 2009
Application of HADOOP to store and process big data gathered from an urban water distribution system
T Jach, E Magiera, W Froelich
Procedia Engineering 119, 1375-1380, 2015
Forecasting daily urban water demand using dynamic Gaussian Bayesian network
W Froelich
International conference: beyond databases, architectures and structures …, 2015
Advances in fuzzy cognitive maps theory
W Froelich, JL Salmeron
Neurocomputing 100 (232), 1-2, 2017
Intuitionistic fuzzy grey cognitive maps for forecasting interval-valued time series
P Hajek, W Froelich, O Prochazka
Neurocomputing 400, 173-185, 2020
Hybrid approach to the generation of medical guidelines for insulin therapy for children
R Deja, W Froelich, G Deja, A Wakulicz-Deja
Information Sciences 384, 157-173, 2017
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