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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
3702011
Parallel differential evolution
DK Tasoulis, NG Pavlidis, VP Plagianakos, MN Vrahatis
Proceedings of the 2004 congress on evolutionary computation (IEEE Cat. No …, 2004
3072004
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
3022018
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
2212001
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
1952018
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
1572012
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
1572005
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
1552001
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
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
1362001
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
1352004
A review of major application areas of differential evolution
VP Plagianakos, DK Tasoulis, MN Vrahatis
Advances in differential evolution, 197-238, 2008
1292008
Parallel evolutionary training algorithms for “hardware-friendly” neural networks
VP Plagianakos, MN Vrahatis
Natural Computing 1, 307-322, 2002
1002002
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
822011
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
782001
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
692000
Financial forecasting through unsupervised clustering and neural networks
NG Pavlidis, VP Plagianakos, DK Tasoulis, MN Vrahatis
Operational Research 6, 103-127, 2006
652006
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
642016
From linear to nonlinear iterative methods
MN Vrahatis, GD Magoulas, VP Plagianakos
Applied Numerical Mathematics 45 (1), 59-77, 2003
642003
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
632008
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