Chrysostomos  Stylios
Chrysostomos Stylios
University of Ioannina
Verified email at teiep.gr - Homepage
TitleCited byYear
Modeling complex systems using fuzzy cognitive maps
CD Stylios, PP Groumpos
IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2004
3402004
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
2882004
Fuzzy cognitive maps in modeling supervisory control systems
CD Stylios, PP Groumpos
Journal of Intelligent & Fuzzy Systems 8 (1), 83-98, 2000
2402000
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
2352003
Fuzzy cognitive map learning based on nonlinear Hebbian rule
E Papageorgiou, C Stylios, P Groumpos
Australasian Joint Conference on Artificial Intelligence, 256-268, 2003
2302003
Learning algorithms for fuzzy cognitive maps—a review study
EI Papageorgiou
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011
2192011
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
1842006
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
1762008
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
1722003
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
1612005
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
1522008
The challenge of modelling supervisory systems using fuzzy cognitive maps
CD Stylios, PP Groumpos
Journal of Intelligent Manufacturing 9 (4), 339-345, 1998
1361998
Modelling supervisory control systems using fuzzy cognitive maps
PP Groumpos, CD Stylios
Chaos, Solitons & Fractals 11 (1-3), 329-336, 2000
1342000
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
1262006
Fuzzy cognitive maps: a model for intelligent supervisory control systems
CD Stylios, PP Groumpos
Computers in Industry 39 (3), 229-238, 1999
1141999
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
1002006
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
982013
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
981997
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
922012
A soft computing approach for modelling the supervisor of manufacturing systems
CD Stylios, PP Groumpos
Journal of Intelligent and Robotic Systems 26 (3-4), 389-403, 1999
911999
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Articles 1–20