| 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, 1707-1737, 2019 | 264 | 2019 |
| Dynamic optimization of fuzzy cognitive maps for time series forecasting JL Salmeron, W Froelich Knowledge-Based Systems 105, 29-37, 2016 | 111 | 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 | 102 | 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 | 101 | 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 | 98 | 2019 |
| 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 | 98 | 2011 |
| Multi-step prediction of pulmonary infection with the use of evolutionary fuzzy cognitive maps EI Papageorgiou, W Froelich Neurocomputing 92, 28-35, 2012 | 84 | 2012 |
| Fuzzy cognitive maps in the modeling of granular time series W Froelich, W Pedrycz Knowledge-Based Systems 115, 110-122, 2017 | 66 | 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 | 62 | 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 | 58 | 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 | 55 | 2017 |
| Towards improving the efficiency of the fuzzy cognitive map classifier W Froelich Neurocomputing 232, 83-93, 2017 | 41 | 2017 |
| 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 | 35 | 2015 |
| Intuitionistic fuzzy grey cognitive maps for forecasting interval-valued time series P Hajek, W Froelich, O Prochazka Neurocomputing 400, 173-185, 2020 | 31 | 2020 |
| 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: From Fundamentals …, 2013 | 31 | 2013 |
| Pseudoinverse learning of fuzzy cognitive maps for multivariate time series forecasting F Vanhoenshoven, G Nápoles, W Froelich, JL Salmeron, K Vanhoof Applied Soft Computing 95, 106461, 2020 | 29 | 2020 |
| Learning fuzzy cognitive maps using a differential evolution algorithm P Juszczuk, W Froelich Pol. J. Environ. Stud 12 (3B), 108, 2009 | 28 | 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 | 25 | 2015 |
| Advances in fuzzy cognitive maps theory W Froelich, JL Salmeron Neurocomputing 100 (232), 1-2, 2017 | 24 | 2017 |
| Forecasting daily urban water demand using dynamic Gaussian Bayesian network W Froelich Beyond Databases, Architectures and Structures: 11th International …, 2015 | 24 | 2015 |
