Chrysostomos Stylios

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Co-authors

Peter P. GroumposUniversity of PatrasVerified email at ece.upatras.gr
George GeorgoulasPost Doc researcherVerified email at datawise.ai
Elpiniki PapageorgiouAssociate Professor in Computer Science, University of ThessalyVerified email at uth.gr
Voula C. GeorgopoulosUniversity of Patras, Patras, GreeceVerified email at upatras.gr
Petros KarvelisUniversity of IoanninaVerified email at cs.uoi.gr
Lenka LhotskaCzech Technical University in PragueVerified email at cvut.cz
Václav ChudáčekCzech Technical University in PragueVerified email at fel.cvut.cz
Jiří SpilkaCzech Technical University in PragueVerified email at ciirc.cvut.cz
Ioannis P. TsoumasSenior R&D Engineer, ABB Medium Voltage DrivesVerified email at ch.abb.com
Vicente Climente-AlarconPostdoctoral researcher, University of Cambridge, UKVerified email at cam.ac.uk
JOSE ANTONINO-DAVIUUNIVERSITAT POLITECNICA DE VALENCIAVerified email at die.upv.es
Georgia MalandrakiAssociate Professor, Purdue UniversityVerified email at purdue.edu
Panagiota SpyridonosAssistant Professor of Medical Informatics, University of IoanninaVerified email at cc.uoi.gr
Michal HuptychCTU in Prague, CIIRCVerified email at ciirc.cvut.cz
George NikolakopoulosChair Professor Robotics and Artificial Intelligence, Luleå University of Technology, SwedenVerified email at ltu.se
George ManisAssociate Professor, Dept. of Computer Science and Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr
Giorgio IacobellisAssegnista, Politecnico di Bari, Università degli studi di triesteVerified email at poliba.it
Vasiliki LiagkouΤμήμα Πληροφορικής & Τηλεπικοινωνιών, Πανεπιστημίου ΙωανίννωνVerified email at cti.gr
Maria Pia FantiDipartimento di Ingegneria Elettrica e dell'Informazione, Politecnico di BariVerified email at poliba.it
João BernardesFaculdade de Medicina da Universidade do PortoVerified email at med.up.pt

Chrysostomos Stylios

University of Ioannina

Verified email at uoi.gr - Homepage

Fuzzy Cognitive Maps Big Data Computational Intelligence Biosignal processing & analysis Modeling and Decision Support Syste


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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	398	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	342	2004
Learning algorithms for fuzzy cognitive maps—a review study EI Papageorgiou IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011	277	2011
Fuzzy cognitive map learning based on nonlinear Hebbian rule E Papageorgiou, C Stylios, P Groumpos Australasian Joint Conference on Artificial Intelligence, 256-268, 2003	264	2003
Fuzzy cognitive maps in modeling supervisory control systems CD Stylios, PP Groumpos Journal of Intelligent & Fuzzy Systems 8 (1), 83-98, 2000	263	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	258	2003
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	210	2003
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	207	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	202	2008
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	184	2008
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	178	2005
Modelling supervisory control systems using fuzzy cognitive maps PP Groumpos, CD Stylios Chaos, Solitons & Fractals 11 (1-3), 329-336, 2000	161	2000
The challenge of modelling supervisory systems using fuzzy cognitive maps CD Stylios, PP Groumpos Journal of Intelligent Manufacturing 9 (4), 339-345, 1998	152	1998
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	146	2006
Fuzzy cognitive maps: a model for intelligent supervisory control systems CD Stylios, PP Groumpos Computers in Industry 39 (3), 229-238, 1999	130	1999
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	120	2013
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	109	2012
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	109	2006
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	108	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	104	1997

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