Modeling complex systems using fuzzy cognitive maps CD Stylios, PP Groumpos IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2004 | 537 | 2004 |
Active Hebbian learning algorithm to train fuzzy cognitive maps EI Papageorgiou, CD Stylios, PP Groumpos International journal of approximate reasoning 37 (3), 219-249, 2004 | 414 | 2004 |
Fuzzy cognitive map learning based on nonlinear Hebbian rule E Papageorgiou, C Stylios, P Groumpos AI 2003: Advances in Artificial Intelligence: 16th Australian Conference on …, 2003 | 337 | 2003 |
Fuzzy cognitive maps in modeling supervisory control systems CD Stylios, PP Groumpos Journal of Intelligent & Fuzzy Systems 8 (1), 83-98, 2000 | 297 | 2000 |
A fuzzy cognitive map approach to differential diagnosis of specific language impairment VC Georgopoulos, GA Malandraki, CD Stylios Artificial intelligence in Medicine 29 (3), 261-278, 2003 | 292 | 2003 |
Brain tumor characterization using the soft computing technique of fuzzy cognitive maps EI Papageorgiou, PP Spyridonos, DT Glotsos, CD Stylios, P Ravazoula, ... Applied soft computing 8 (1), 820-828, 2008 | 259 | 2008 |
Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links EI Papageorgiou, C Stylios, PP Groumpos International Journal of Human-Computer Studies 64 (8), 727-743, 2006 | 250 | 2006 |
Fuzzy cognitive map architectures for medical decision support systems CD Stylios, VC Georgopoulos, GA Malandraki, S Chouliara Applied Soft Computing 8 (3), 1243-1251, 2008 | 241 | 2008 |
An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps EI Papageorgiou, CD Stylios, PP Groumpos IEEE Transactions on Biomedical Engineering 50 (12), 1326-1339, 2003 | 237 | 2003 |
Fuzzy cognitive maps learning using particle swarm optimization EI Papageorgiou, KE Parsopoulos, CS Stylios, PP Groumpos, ... Journal of intelligent information systems 25, 95-121, 2005 | 213 | 2005 |
Modelling supervisory control systems using fuzzy cognitive maps PP Groumpos, CD Stylios Chaos, Solitons & Fractals 11 (1-3), 329-336, 2000 | 181 | 2000 |
Bearing fault detection based on hybrid ensemble detector and empirical mode decomposition G Georgoulas, T Loutas, CD Stylios, V Kostopoulos Mechanical Systems and Signal Processing 41 (1-2), 510-525, 2013 | 180 | 2013 |
Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines G Georgoulas, D Stylios, P Groumpos IEEE Transactions on biomedical engineering 53 (5), 875-884, 2006 | 176 | 2006 |
Realizing virtual reality learning environment for industry 4.0 V Liagkou, D Salmas, C Stylios Procedia Cirp 79, 712-717, 2019 | 175 | 2019 |
The challenge of modelling supervisory systems using fuzzy cognitive maps CD Stylios, PP Groumpos Journal of Intelligent Manufacturing 9, 339-345, 1998 | 167 | 1998 |
Using nonlinear features for fetal heart rate classification J Spilka, V Chudáček, M Koucký, L Lhotská, M Huptych, P Janků, ... Biomedical signal processing and control 7 (4), 350-357, 2012 | 149 | 2012 |
Fuzzy cognitive maps: a model for intelligent supervisory control systems CD Stylios, PP Groumpos Computers in Industry 39 (3), 229-238, 1999 | 148 | 1999 |
Mathematical formulation of fuzzy cognitive maps CD Stylios, PP Groumpos Proceedings of the 7th Mediterranean Conference on Control and Automation …, 1999 | 130 | 1999 |
A soft computing approach for modelling the supervisor of manufacturing systems CD Stylios, PP Groumpos Journal of Intelligent and Robotic Systems 26, 389-403, 1999 | 123 | 1999 |
The use of fuzzy cognitive maps in modeling systems CD Stylios, VC Georgopoulos, PP Groumpos Proceedings of 5th IEEE Mediterranean conference on control and systems, 21-23, 1997 | 114 | 1997 |