Peter P. Groumpos

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Chrysostomos StyliosIndustrial Systems Institute/ Athena RC & University of IoanninaVerified email at uoi.gr
Elpiniki PapageorgiouProfessor in Artificial Intelligence, University of ThessalyVerified email at uth.gr
George GeorgoulasPost Doc researcherVerified email at datawise.ai
Vassiliki MpelogianniPhD Candidate- Reseacher, University of PatrasVerified email at ece.upatras.gr
Konstantinos ParsopoulosProfessor, University of Ioannina, GreeceVerified email at uoi.gr
Michael N. VrahatisDepartment of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Voula C. GeorgopoulosUniversity of Patras, Patras, GreeceVerified email at upatras.gr
Panagiota RavazoulaVerified email at upatras.gr
Ioannis D. ApostolopoulosPostdoctoral Researcher - FORTH/ICE-HT, University of ThessalyVerified email at upnet.gr
Maxim ShcherbakovVolgograd State Technical UniversityVerified email at vstu.ru
Dimitris TsipianitisLab Lecturer at University of Patras - Electrical & Computer Engineering Dept.Verified email at ece.upatras.gr
Alla KravetsВолгГТУVerified email at vstu.ru
João BernardesFaculdade de Medicina da Universidade do PortoVerified email at med.up.pt
Nick SigrimisProfessor of Automation in Management of Agricultural University of AthensVerified email at geomations.com
Ioannis KaragiannisIntracom Defense SA, Athens, GreeceVerified email at kth.se
Michal GregorResearcher, University of Žilina; Kempelen Institute of Intelligent TechnologiesVerified email at uniza.sk
P J AntsaklisProfessor of Electrical Engineering, University of Notre DameVerified email at nd.edu
Anthony TzesProfessor of Electrical and Computer Engineering, New York University Abu Dhabi, UAEVerified email at nyu.edu
Florin Gheorghe FilipRomanian AcademyVerified email at acad.ro
Pandis, SpyrosChE, University of Patras, GreeceVerified email at chemeng.upatras.gr

Peter P. Groumpos

University of Patras

Verified email at ece.upatras.gr

modelling of Complex systems fuzzy cognitive maps intelligent control


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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	529	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	412	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	331	2003
Fuzzy cognitive maps: basic theories and their application to complex systems PP Groumpos Fuzzy cognitive maps: Advances in theory, methodologies, tools and …, 2010	321	2010
Fuzzy cognitive maps in modeling supervisory control systems CD Stylios, PP Groumpos Journal of Intelligent & Fuzzy Systems 8 (1), 83-98, 2000	296	2000
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	255	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	246	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	237	2003
A first study of fuzzy cognitive maps learning using particle swarm optimization KE Parsopoulos, EI Papageorgiou, PP Groumpos, MN Vrahatis The 2003 Congress on Evolutionary Computation, 2003. CEC'03. 2, 1440-1447, 2003	233	2003
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	213	2005
Modelling supervisory control systems using fuzzy cognitive maps PP Groumpos, CD Stylios Chaos, Solitons & Fractals 11 (1-3), 329-336, 2000	178	2000
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	175	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
Fuzzy cognitive maps: a model for intelligent supervisory control systems CD Stylios, PP Groumpos Computers in Industry 39 (3), 229-238, 1999	148	1999
A new hybrid method using evolutionary algorithms to train fuzzy cognitive maps EI Papageorgiou, PP Groumpos Applied Soft Computing 5 (4), 409-431, 2005	141	2005
Mathematical formulation of fuzzy cognitive maps CD Stylios, PP Groumpos Proceedings of the 7th Mediterranean Conference on Control and Automation …, 1999	129	1999
An optimal sizing method for stand-alone photovoltaic power systems PP Groumpos, G Papageorgiou Solar Energy 38 (5), 341-351, 1987	127	1987
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	123	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	114	1997
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

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