Chrysostomos Stylios
Title
Cited by
Cited by
Year
Modeling complex systems using fuzzy cognitive maps
CD Stylios, PP Groumpos
IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2004
4362004
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
3712004
Fuzzy cognitive map learning based on nonlinear Hebbian rule
E Papageorgiou, C Stylios, P Groumpos
Australasian joint conference on artificial intelligence, 256-268, 2003
2862003
Fuzzy cognitive maps in modeling supervisory control systems
CD Stylios, PP Groumpos
Journal of Intelligent & Fuzzy Systems 8 (1), 83-98, 2000
2812000
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
2642003
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
2232006
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
2222003
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
2172008
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
1992008
Fuzzy cognitive maps learning using particle swarm optimization
EI Papageorgiou, KE Parsopoulos, CS Stylios, PP Groumpos, ...
Journal of intelligent information systems 25 (1), 95-121, 2005
1952005
Modelling supervisory control systems using fuzzy cognitive maps
PP Groumpos, CD Stylios
Chaos, Solitons & Fractals 11 (1-3), 329-336, 2000
1722000
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
1572006
The challenge of modelling supervisory systems using fuzzy cognitive maps
CD Stylios, PP Groumpos
Journal of Intelligent Manufacturing 9 (4), 339-345, 1998
1561998
Fuzzy cognitive maps: a model for intelligent supervisory control systems
CD Stylios, PP Groumpos
Computers in Industry 39 (3), 229-238, 1999
1371999
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
1322013
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
1232012
A soft computing approach for modelling the supervisor of manufacturing systems
CD Stylios, PP Groumpos
Journal of Intelligent and Robotic Systems 26 (3), 389-403, 1999
1111999
Mathematical formulation of fuzzy cognitive maps
CD Stylios, PP Groumpos
Proceedings of the 7th Mediterranean Conference on Control and Automation …, 1999
1111999
Advanced soft computing diagnosis method for tumour grading
EI Papageorgiou, PP Spyridonos, CD Stylios, P Ravazoula, PP Groumpos, ...
Artificial intelligence in medicine 36 (1), 59-70, 2006
1102006
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
1101997
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Articles 1–20