Chrysostomos Stylios

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Peter P. GroumposUniversity of PatrasVerified email at ece.upatras.gr
George GeorgoulasPost Doc researcherVerified email at datawise.ai
Voula C. GeorgopoulosUniversity of Patras, Patras, GreeceVerified email at upatras.gr
Elpiniki PapageorgiouProfessor in Artificial Intelligence, University of ThessalyVerified email at uth.gr
Petros KarvelisAssistant Professor, Department of Informatics & Telecommunications, University of Ioannina, GreeceVerified email at 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
Vasiliki LiagkouΤμήμα Πληροφορικής & Τηλεπικοινωνιών, Πανεπιστημίου ΙωανίννωνVerified email at cti.gr
Ioannis P. TsoumasPrincipal 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 MalandrakiProfessor, Purdue UniversityVerified email at purdue.edu
Panagiota RavazoulaVerified email at upatras.gr
George NikolakopoulosChair Professor Robotics and Artificial IntelligenceVerified email at ltu.se
Michal HuptychCTU in Prague, CIIRCVerified email at ciirc.cvut.cz
George ManisAssociate Professor, Dept. of Computer Science and Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr
Ioannis TsoulosAssociate Professor, Department of Informatics and Telecommunications, University of IoanninaVerified email at uoi.gr
Giorgio IacobellisAssegnista, Politecnico di Bari, Università degli studi di triesteVerified email at poliba.it
Maria Pia FantiDipartimento di Ingegneria Elettrica e dell'Informazione, Politecnico di BariVerified email at poliba.it

Chrysostomos Stylios

Industrial Systems Institute/ Athena RC & 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	514	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	403	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	322	2003
Fuzzy cognitive maps in modeling supervisory control systems CD Stylios, PP Groumpos Journal of Intelligent & Fuzzy Systems 8 (1), 83-98, 2000	292	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	286	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	249	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	241	2006
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	231	2003
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	228	2008
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	209	2005
Modelling supervisory control systems using fuzzy cognitive maps PP Groumpos, CD Stylios Chaos, Solitons & Fractals 11 (1-3), 329-336, 2000	176	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	172	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	172	2006
The challenge of modelling supervisory systems using fuzzy cognitive maps CD Stylios, PP Groumpos Journal of Intelligent Manufacturing 9, 339-345, 1998	166	1998
Realizing virtual reality learning environment for industry 4.0 V Liagkou, D Salmas, C Stylios Procedia Cirp 79, 712-717, 2019	158	2019
Fuzzy cognitive maps: a model for intelligent supervisory control systems CD Stylios, PP Groumpos Computers in Industry 39 (3), 229-238, 1999	146	1999
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	144	2012
Mathematical formulation of fuzzy cognitive maps CD Stylios, PP Groumpos Proceedings of the 7th Mediterranean Conference on Control and Automation …, 1999	120	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	118	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	113	1997

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