Vassilis Plagianakos

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Michael N. VrahatisDepartment of Mathematics, University of Patras, GreeceVerified email at upatras.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
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
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
Nicos PavlidisLancaster UniversityVerified email at lancaster.ac.uk
Aristidis G. VrahatisIonian UniversityVerified email at ionio.gr
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
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
Georgios N. DimitrakopoulosPost-doc researcher, University of PatrasVerified email at upatras.gr
Parisis G. GallosMSc, PhD, Department of Digital Systems, University of PiraeusVerified email at unipi.gr
K GOURGOULIANISrespiratory medicine dept, University of ThessalyVerified email at med.uth.gr
Anastasios BezerianosProfessor of Medical Physics and Cognitive NeuroengineeringVerified email at upatras.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 Evolutionary Algorithms Data Mining Clustering


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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	349	2011
Parallel differential evolution DK Tasoulis, NG Pavlidis, VP Plagianakos, MN Vrahatis Proceedings of the 2004 congress on evolutionary computation (IEEE Cat. No …, 2004	298	2004
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	231	2018
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	219	2001
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	154	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	149	2018
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	148	2012
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	140	2005
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	138	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	129	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	128	2004
A review of major application areas of differential evolution VP Plagianakos, DK Tasoulis, MN Vrahatis Advances in differential evolution, 197-238, 2008	119	2008
Parallel evolutionary training algorithms for “hardware-friendly” neural networks VP Plagianakos, MN Vrahatis Natural Computing 1, 307-322, 2002	100	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	77	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	71	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	68	2000
Deterministic nonmonotone strategies for effective training of multilayer perceptrons VP Plagianakos, GD Magoulas, MN Vrahatis IEEE Transactions on Neural Networks 13 (6), 1268-1284, 2002	60	2002
From linear to nonlinear iterative methods MN Vrahatis, GD Magoulas, VP Plagianakos Applied Numerical Mathematics 45 (1), 59-77, 2003	59	2003
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	58	2008
Financial forecasting through unsupervised clustering and neural networks NG Pavlidis, VP Plagianakos, DK Tasoulis, MN Vrahatis Operational Research 6, 103-127, 2006	53	2006

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