Improving the performance of convolutional neural network for skin image classification using the response of image analysis filters
Georgakopoulos, S. V., Kottari, K., Delibasis, K., Plagianakos, V. P., Maglogiannis, I.
Published in Neural computing & applications (01.06.2019)
Published in Neural computing & applications (01.06.2019)
Get full text
Journal Article
Statistical data mining of streaming motion data for activity and fall recognition in assistive environments
Tasoulis, S.K., Doukas, C.N., Plagianakos, V.P., Maglogiannis, I.
Published in Neurocomputing (Amsterdam) (01.05.2013)
Published in Neurocomputing (Amsterdam) (01.05.2013)
Get full text
Journal Article
Conference Proceeding
Evolutionary training of hardware realizable multilayer perceptrons
PLAGIANAKOS, V. P, MAGOULAS, G. D, VRAHATIS, M. N
Published in Neural computing & applications (01.03.2006)
Published in Neural computing & applications (01.03.2006)
Get full text
Journal Article
Fractal analysis and fuzzy c-means clustering for quantification of fibrotic microscopy images
Tasoulis, S. K., Maglogiannis, I., Plagianakos, V. P.
Published in The Artificial intelligence review (01.10.2014)
Published in The Artificial intelligence review (01.10.2014)
Get full text
Journal Article
Deterministic nonmonotone strategies for effective training of multilayer perceptrons
Plagianakos, V.P., Magoulas, G.D., Vrahatis, M.N.
Published in IEEE transactions on neural networks (01.11.2002)
Published in IEEE transactions on neural networks (01.11.2002)
Get full text
Journal Article
From linear to nonlinear iterative methods
Vrahatis, M.N., Magoulas, G.D., Plagianakos, V.P.
Published in Applied numerical mathematics (01.04.2003)
Published in Applied numerical mathematics (01.04.2003)
Get full text
Journal Article
Conference Proceeding
Locating and computing in parallel all the simple roots of special functions using PVM
Plagianakos, V.P., Nousis, N.K., Vrahatis, M.N.
Published in Journal of computational and applied mathematics (01.08.2001)
Published in Journal of computational and applied mathematics (01.08.2001)
Get full text
Journal Article
Conference Proceeding
Neural network-based colonoscopic diagnosis using on-line learning and differential evolution
Magoulas, George D, Plagianakos, Vassilis P, Vrahatis, Michael N
Published in Applied soft computing (01.09.2004)
Published in Applied soft computing (01.09.2004)
Get full text
Journal Article
Parallel differential evolution
Tasoulis, D.K., Pavlidis, N.G., Plagianakos, V.P., Vrahatis, M.N.
Published in Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753) (2004)
Published in Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753) (2004)
Get full text
Conference Proceeding
Objective function “stretching” to alleviate convergence to local minima
Parsopoulos, K.E., Plagianakos, V.P., Magoulas, G.D., Vrahatis, M.N.
Published in Nonlinear analysis (01.08.2001)
Published in Nonlinear analysis (01.08.2001)
Get full text
Journal Article
Unsupervised clustering in mRNA expression profiles
Tasoulis, D.K., Plagianakos, V.P., Vrahatis, M.N.
Published in Computers in biology and medicine (01.10.2006)
Published in Computers in biology and medicine (01.10.2006)
Get full text
Journal Article
Enhancing Differential Evolution Utilizing Proximity-Based Mutation Operators
Epitropakis, M G, Tasoulis, D K, Pavlidis, N G, Plagianakos, V P, Vrahatis, M N
Published in IEEE transactions on evolutionary computation (01.02.2011)
Published in IEEE transactions on evolutionary computation (01.02.2011)
Get full text
Journal Article
Pose recognition using convolutional neural networks on omni-directional images
Georgakopoulos, S.V., Kottari, K., Delibasis, K., Plagianakos, V.P., Maglogiannis, I.
Published in Neurocomputing (Amsterdam) (06.03.2018)
Published in Neurocomputing (Amsterdam) (06.03.2018)
Get full text
Journal Article
Financial forecasting through unsupervised clustering and neural networks
Pavlidis, N. G., Plagianakos, V. P., Tasoulis, D. K., Vrahatis, M. N.
Published in Operational research (01.05.2006)
Published in Operational research (01.05.2006)
Get full text
Journal Article