Vassilis Plagianakos

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Michael N. Vrahatis (Greek: Μιχαήλ Ν...Professor, Department of Mathematics, University of Patras, GreeceVerified email at math.upatras.gr
George D. MagoulasProfessor, Director of the Birkbeck Knowledge Lab, Birkbeck College University of LondonVerified email at bbk.ac.uk
Dimitris TasoulisSenior ResearcherVerified email at wintoncapital.com
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
Doukas CharalamposAmazon Web ServicesVerified email at amazon.de
K KottariPhD Student, University of Thessaly, Department of Computer Science and Biomedical InformaticsVerified email at uth.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
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 nurs.uoa.gr
K GOURGOULIANISrespiratory medicine dept, University of ThessalyVerified email at med.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 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	338	2011
Parallel differential evolution DK Tasoulis, NG Pavlidis, VP Plagianakos, MN Vrahatis Proceedings of the 2004 congress on evolutionary computation (IEEE Cat. No …, 2004	284	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	218	2001
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	185	2018
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	153	2001
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	139	2012
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
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	134	2005
Improving the particle swarm optimizer by function “stretching” KE Parsopoulos, VP Plagianakos, GD Magoulas, MN Vrahatis Advances in Convex Analysis and Global Optimization, 445-457, 2001	132	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	127	2004
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	117	2018
A review of major application areas of differential evolution VP Plagianakos, DK Tasoulis, MN Vrahatis Advances in differential evolution, 197-238, 2008	109	2008
Parallel evolutionary training algorithms for “hardware-friendly” neural networks VP Plagianakos, MN Vrahatis Natural Computing 1 (2), 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	73	2011
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	66	2000
Learning rate adaptation in stochastic gradient descent VP Plagianakos, GD Magoulas, MN Vrahatis Advances in convex analysis and global optimization, 433-444, 2001	63	2001
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	56	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	53	2008
Clustering in evolutionary algorithms to efficiently compute simultaneously local and global minima DK Tasoulis, VP Plagianakos, MN Vrahatis 2005 IEEE Congress on Evolutionary Computation 2, 1847-1854, 2005	50	2005

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