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Chrysostomos Stylios
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Modeling complex systems using fuzzy cognitive maps
CD Stylios, PP Groumpos
IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2004
5432004
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
4202004
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
3442003
Fuzzy cognitive maps in modeling supervisory control systems
CD Stylios, PP Groumpos
Journal of Intelligent & Fuzzy Systems 8 (1), 83-98, 2000
2992000
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
2962003
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
2622008
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
2512006
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
2442008
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
2382003
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
2152005
Modelling supervisory control systems using fuzzy cognitive maps
PP Groumpos, CD Stylios
Chaos, Solitons & Fractals 11 (1-3), 329-336, 2000
1822000
Realizing virtual reality learning environment for industry 4.0
V Liagkou, D Salmas, C Stylios
Procedia Cirp 79, 712-717, 2019
1812019
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
1812013
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
1772006
The challenge of modelling supervisory systems using fuzzy cognitive maps
CD Stylios, PP Groumpos
Journal of Intelligent Manufacturing 9, 339-345, 1998
1671998
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
1512012
Fuzzy cognitive maps: a model for intelligent supervisory control systems
CD Stylios, PP Groumpos
Computers in Industry 39 (3), 229-238, 1999
1481999
Mathematical formulation of fuzzy cognitive maps
CD Stylios, PP Groumpos
Proceedings of the 7th Mediterranean Conference on Control and Automation …, 1999
1301999
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
1241999
Fuzzy cognitive maps
EI Papageorgiou, CD Stylios
Handbook of granular computing 123, 755-775, 2008
1142008
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