Vassilis Plagianakos

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Michael N. VrahatisDepartment of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Sotiris TasoulisDepartment of Computer Science and Biomedical Informatics, University of Thessaly.Verified email at uth.gr
Spiros GeorgakopoulosUniversity of Thessaly, Department of MathematicsVerified email at uth.gr
Dimitris TasoulisSenior ResearcherVerified email at wintoncapital.com
George D. MagoulasProfessor, Director of the Birkbeck Knowledge Lab, Birkbeck College University of LondonVerified email at bbk.ac.uk
Ilias MaglogiannisProfessor Dept. of Digital Systems University of PiraeusVerified email at unipi.gr
Michael G. EpitropakisLecturer, Data Science Institute, Management Science, Lancaster UniversityVerified email at lancaster.ac.uk
Aristidis G. VrahatisIonian UniversityVerified email at ionio.gr
Nicos PavlidisLancaster UniversityVerified email at lancaster.ac.uk
K DELIBASISDept. of Computer Science and Biomedical Informatics, Univ. of ThessalyVerified email at o365.uth.gr
Konstantinos ParsopoulosProfessor, University of Ioannina, GreeceVerified email at uoi.gr
K KottariPhD Student, University of Thessaly, Department of Computer Science and Biomedical InformaticsVerified email at uth.gr
Doukas CharalamposAmazon Web ServicesVerified email at amazon.de
Georgios N. DimitrakopoulosPost-Doc Researcher, Ionian UniversityVerified email at ionio.gr
Dimitris IakovidisProfessor of Signal Processing and Medical Decision Support Systems, University of Thessaly, GreeceVerified email at dib.uth.gr
Michael VasilakakisPostdoctoral Researcher, University of ThessalyVerified email at uth.gr
Anastasios KoulaouzidisGastroenterologist - Clinical ProfessorVerified email at rsyd.dk
Parisis G. GallosMSc, PhD, Department of Digital Systems, University of PiraeusVerified email at unipi.gr
Panagiotis AnagnostouPhD, Department of Computer Science and Biomedical Informatics, University of Thessaly.Verified email at uth.gr
Panagiotis TheocharopoulosDepartment of Computer Science and Biomedical Informatics, University of ThessalyVerified email at uth.gr

Vassilis Plagianakos

Professor, Department of Computer Science and Biomedical Informatics, University of Thessaly, Greece

Verified email at uth.gr - Homepage

Computational Intelligence Machine Learning Data Science Signal/Image Processing


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Enhancing differential evolution utilizing proximity-based mutation operators MG Epitropakis, DK Tasoulis, NG Pavlidis, VP Plagianakos, MN Vrahatis IEEE Transactions on Evolutionary Computation 15 (1), 99-119, 2011	371	2011
Convolutional neural networks for toxic comment classification SV Georgakopoulos, SK Tasoulis, AG Vrahatis, VP Plagianakos Proceedings of the 10th hellenic conference on artificial intelligence, 1-6, 2018	307	2018
Parallel differential evolution DK Tasoulis, NG Pavlidis, VP Plagianakos, MN Vrahatis Proceedings of the 2004 congress on evolutionary computation (IEEE Cat. No …, 2004	307	2004
Stretching technique for obtaining global minimizers through particle swarm optimization KE Parsopoulos, VP Plagianakos, GD Magoulas, MN Vrahatis Proceedings of the particle swarm optimization Workshop 29, 1-8, 2001	221	2001
Detecting and locating gastrointestinal anomalies using deep learning and iterative cluster unification DK Iakovidis, SV Georgakopoulos, M Vasilakakis, A Koulaouzidis, ... IEEE transactions on medical imaging 37 (10), 2196-2210, 2018	198	2018
Spiking neural network training using evolutionary algorithms NG Pavlidis, OK Tasoulis, VP Plagianakos, G Nikiforidis, MN Vrahatis Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005	161	2005
Evolving cognitive and social experience in particle swarm optimization through differential evolution: a hybrid approach MG Epitropakis, VP Plagianakos, MN Vrahatis Information Sciences 216, 50-92, 2012	158	2012
Objective function" stretching" to alleviate convergence to local minima KE Parsopoulos, VP Plagianakos, GD Magoulas, MN Vrahatis Nonlinear Analysis-Theory Methods and Applications 47 (5), 3419-3424, 2001	156	2001
Vector evaluated differential evolution for multiobjective optimization KE Parsopoulos, DK Tasoulis, NG Pavlidis, VP Plagianakos, MN Vrahatis Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No …, 2004	136	2004
Improving the particle swarm optimizer by function “stretching” KE Parsopoulos, VP Plagianakos, GD Magoulas, MN Vrahatis Advances in Convex Analysis and Global Optimization: Honoring the Memory of …, 2001	136	2001
Neural network-based colonoscopic diagnosis using on-line learning and differential evolution GD Magoulas, VP Plagianakos, MN Vrahatis Applied Soft Computing 4 (4), 369-379, 2004	135	2004
A review of major application areas of differential evolution VP Plagianakos, DK Tasoulis, MN Vrahatis Advances in differential evolution, 197-238, 2008	130	2008
Parallel evolutionary training algorithms for “hardware-friendly” neural networks VP Plagianakos, MN Vrahatis Natural Computing 1, 307-322, 2002	101	2002
Finding multiple global optima exploiting differential evolution's niching capability MG Epitropakis, VP Plagianakos, MN Vrahatis 2011 IEEE symposium on differential evolution (SDE), 1-8, 2011	83	2011
Learning rate adaptation in stochastic gradient descent VP Plagianakos, GD Magoulas, MN Vrahatis Advances in Convex Analysis and Global Optimization: Honoring the Memory of …, 2001	78	2001
Training neural networks with threshold activation functions and constrained integer weights VP Plagianakos, MN Vrahatis Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000	69	2000
Financial forecasting through unsupervised clustering and neural networks NG Pavlidis, VP Plagianakos, DK Tasoulis, MN Vrahatis Operational Research 6, 103-127, 2006	66	2006
From linear to nonlinear iterative methods MN Vrahatis, GD Magoulas, VP Plagianakos Applied Numerical Mathematics 45 (1), 59-77, 2003	65	2003
Weakly-supervised convolutional learning for detection of inflammatory gastrointestinal lesions SV Georgakopoulos, DK Iakovidis, M Vasilakakis, VP Plagianakos, ... 2016 IEEE international conference on imaging systems and techniques (IST …, 2016	64	2016
Balancing the exploration and exploitation capabilities of the differential evolution algorithm MG Epitropakis, VP Plagianakos, MN Vrahatis 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …, 2008	63	2008

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