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Vassilis Plagianakos
Vassilis Plagianakos
Professor, Department of Computer Science and Biomedical Informatics, University of Thessaly, Greece
Verified email at uth.gr - Homepage
Title
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Cited by
Year
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
3382011
Parallel differential evolution
DK Tasoulis, NG Pavlidis, VP Plagianakos, MN Vrahatis
Proceedings of the 2004 congress on evolutionary computation (IEEE Cat. No …, 2004
2842004
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
2182001
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
1852018
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
1532001
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
1392012
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
1362004
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
1342005
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
1322001
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
1272004
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
1172018
A review of major application areas of differential evolution
VP Plagianakos, DK Tasoulis, MN Vrahatis
Advances in differential evolution, 197-238, 2008
1092008
Parallel evolutionary training algorithms for “hardware-friendly” neural networks
VP Plagianakos, MN Vrahatis
Natural Computing 1 (2), 307-322, 2002
1012002
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
732011
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
662000
Learning rate adaptation in stochastic gradient descent
VP Plagianakos, GD Magoulas, MN Vrahatis
Advances in convex analysis and global optimization, 433-444, 2001
632001
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
602002
From linear to nonlinear iterative methods
MN Vrahatis, GD Magoulas, VP Plagianakos
Applied Numerical Mathematics 45 (1), 59-77, 2003
562003
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
532008
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
502005
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