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)
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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)
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Journal Article
Globally convergent algorithms with local learning rates
Magoulas, G.D., Plagianakos, V.P., Vrahatis, M.N.
Published in IEEE transactions on neural networks (01.05.2002)
Published in IEEE transactions on neural networks (01.05.2002)
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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)
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Journal Article
Refinement of human silhouette segmentation in omni-directional indoor videos
Delibasis, K.K., Plagianakos, V.P., Maglogiannis, I.
Published in Computer vision and image understanding (01.11.2014)
Published in Computer vision and image understanding (01.11.2014)
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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)
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Journal Article
Conference Proceeding
Random direction divisive clustering
Tasoulis, S.K., Tasoulis, D.K., Plagianakos, V.P.
Published in Pattern recognition letters (15.01.2013)
Published in Pattern recognition letters (15.01.2013)
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Journal Article
Hardware-friendly Higher-Order Neural Network Training using Distributed Evolutionary Algorithms
Epitropakis, M.G., Plagianakos, V.P., Vrahatis, M.N.
Published in Applied soft computing (01.03.2010)
Published in Applied soft computing (01.03.2010)
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Journal Article
Balancing the exploration and exploitation capabilities of the Differential Evolution Algorithm
Epitropakis, M.G., Plagianakos, V.P., Vrahatis, M.N.
Published in 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) (01.06.2008)
Published in 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) (01.06.2008)
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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)
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Journal Article
Evolutionary adaptation of the differential evolution control parameters
Epitropakis, M.G., Plagianakos, V.P., Vrahatis, M.N.
Published in 2009 IEEE Congress on Evolutionary Computation (01.05.2009)
Published in 2009 IEEE Congress on Evolutionary Computation (01.05.2009)
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Conference Proceeding
Lateral molecular interaction on heterogeneous surfaces experimentally measured
Katsanos, N.A, Roubani-Kalantzopoulou, F, Iliopoulou, E, Bassiotis, I, Siokos, V, Vrahatis, M.N, Plagianakos, V.P
Published in Colloids and surfaces. A, Physicochemical and engineering aspects (05.03.2002)
Published in Colloids and surfaces. A, Physicochemical and engineering aspects (05.03.2002)
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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)
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Journal Article
Conference Proceeding