Journal Paper

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A Software Tool for the Automatic Detection and Quantification of Fibrotic Tissues in Microscopy Images

Journal Paper
I. Maglogiannis, S.V. Georgakopoulos, S.K. Tasoulis, and V.P. Plagianakos
Information Sciences, Vol. 308, 125-139, (2015).
Publication year: 2015

Unsupervised Clustering and Multi-Optima Evolutionary Search

Journal Paper
V.P. Plagianakos
Engineering Intelligent Systems, Vol. 22, (2014).
Publication year: 2014

Refinement of Human Silhouette Segmentation in Omni-Directional Indoor Videos analysis

Journal Paper
K.K. Delibasis, I. Maglogiannis, and V.P. Plagianakos
Computer Vision and Image Understanding, Vol. 128, 65-83, (2014).
Publication year: 2014

Statistical Data Mining of Streaming Motion Data for Activity and Fall Recognition in Assistive Environments

Journal Paper
S.K. Tasoulis, C.N. Doukas, V.P. Plagianakos, and I. Maglogiannis
Neurocomputing, Vol. 107, 87-96, (2013).
Publication year: 2013

Random Direction Divisive Clustering

Journal Paper
S.K. Tasoulis, D.K. Tasoulis, and V.P. Plagianakos
Pattern Recognition Letters, Vol. 34, 131-139, (2013).
Publication year: 2013

Fractal analysis and fuzzy c-means clustering for quantification of fibrotic microscopy images

Journal Paper
S.K. Tasoulis, V.P. Plagianakos and I. Maglogiannis
Artificial Intelligence Review, Springer, 1-17, (2013).
Publication year: 2013

Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution: A hybrid approach

Journal Paper
M.G. Epitropakis, V.P. Plagianakos, and M.N. Vrahatis
Information Sciences, Vol. 216, 50-92, (2012).
Publication year: 2012

Enhancing Differential Evolution Utilizing Proximity-based Mutation Operators

Journal Paper
M.G. Epitropakis, D.K. Tasoulis, N.G. Pavlidis, V.P. Plagianakos, and M.N. Vrahatis
IEEE Transactions on Evolutionary Computation, Vol. 15, 99-119, (2011).
Publication year: 2011

Hardware-Friendly Higher-Order Neural Network Training Using Distributed Evolutionary Algorithms

Journal Paper
M.G. Epitropakis, V.P. Plagianakos, and M.N. Vrahatis
Applied Soft Computing, Vol. 10, 398-408, (2010).
Publication year: 2010

Enhancing Principal Direction Divisive Clustering

Journal Paper
S.K. Tasoulis, D.K. Tasoulis, and V.P. Plagianakos
Pattern Recognition, Vol. 43, 3391-3411, (2010).
Publication year: 2010

Unsupervised clustering in mRNA expression profiles

Journal Paper
D.K. Tasoulis, V.P. Plagianakos, and M.N. Vrahatis
Computers in Biology and Medicine, Vol. 36, 1126-1142, (2006).
Publication year: 2006

Financial Forecasting Through Unsupervised Clustering and Neural Networks

Journal Paper
N.G. Pavlidis, V.P. Plagianakos, D.K. Tasoulis, and M.N. Vrahatis
Operations Research, Vol. 6, 103-127, (2006).
Publication year: 2006

Distributed Computing Methodology for Training Neural Networks in an Image-guided Diagnostic Application

Journal Paper
V.P. Plagianakos, G.D. Magoulas, and M.N. Vrahatis
Computer Methods and Programs in Biomedicine, Vol. 81, 228–235, (2006).
Publication year: 2006

Computational Intelligence Methods for Financial Time Series Modeling

Journal Paper
N.G. Pavlidis and D.K. Tasoulis and V.P. Plagianakos and M.N. Vrahatis
International Journal of Bifurcation and Chaos, Vol. 16, 2053-2062, (2006).
Publication year: 2006

Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence

Journal Paper
D.K. Tasoulis, P. Spyridonos, N.G. Pavlidis, V.P. Plagianakos, P. Ravazoula, G. Nikiforidis, M.N. Vrahatis
Artificial Intelligence In Medicine, Vol. 38, 291-303, (2006).
Publication year: 2006

Evolutionary Training of Hardware Realizable Multilayer Perceptrons

Journal Paper
V.P. Plagianakos, G.D. Magoulas, and M.N. Vrahatis
Neural Computing and Applications, Vol. 15, 33-40, (2005).
Publication year: 2005

Neural network-based colonoscopic diagnosis using on-line learning and differential evolution

Journal Paper
G.D. Magoulas, V.P. Plagianakos, and M.N. Vrahatis
Applied Soft Computing, Vol. 4, 369-379, (2004).
Publication year: 2004

From linear to nonlinear iterative methods

Journal Paper
M.N. Vrahatis, G.D. Magoulas, and V.P. Plagianakos
Applied Numerical Mathematics, Vol. 45, 59-77, (2003).
Publication year: 2003

Parallel Evolutionary Training Algorithms for `Hardware-Friendly' Neural Networks

Journal Paper
V.P. Plagianakos and M.N. Vrahatis
Natural Computing, Vol. 1, 307-322, (2002).
Publication year: 2002

Lateral Molecular Interactions on Heterogeneous Surfaces Experimentally Measured

Journal Paper
N.A. Katsanos, F. Roubani-Kalantzopoulou, E. Iliopoulou, I. Bassiotis, V. Siokos, M.N. Vrahatis, and V.P. Plagianakos
Colloid Surfaces A, Vol. 201, 173-180, (2002).
Publication year: 2002

Globally Convergent Algorithms with Local Learning Rates

Journal Paper
G.D. Magoulas, V.P. Plagianakos, and M.N. Vrahatis
IEEE Transactions on Neural Networks, Vol. 13, 774-779, (2002).
Publication year: 2002

Deterministic Nonmonotone Strategies for Effective Training of Multi-Layer Perceptrons

Journal Paper
V.P. Plagianakos, G.D. Magoulas, and M.N. Vrahatis
IEEE Transactions on Neural Networks, Vol. 13, 1268-1284, (2002).
Publication year: 2002

Time separation of Absorption Sites on Heterogeneous Surfaces by Inverse Gas Chromatography

Journal Paper
F. Roubani-Kalantzopoulou, T. Artemiadi, I. Bassiotis, N.A. Katsanos, and V.P. Plagianakos
Chromatographia, Vol. 53, 315-320, (2001).
Publication year: 2001

Objective function “stretching” to alleviate convergence to local minima

Journal Paper
K.E. Parsopoulos, V.P. Plagianakos, G.D. Magoulas and M.N. Vrahatis
oNonlinear Analysis, Theory, Methds and Applications, Vol. 47, 3419-3424, (2001).
Publication year: 2001

Locating and Computing in Parallel all the Simple Roots of Special Functions Using PVM

Journal Paper
V.P. Plagianakos, N.K. Nousis, and M.N. Vrahatis
Journal of Computational and Applied Mathematics, Vol. 133, 545-554, (2001).
Publication year: 2001

Learning in multilayer perceptrons using global optimization strategies

Journal Paper
1. V.P. Plagianakos, G.D. Magoulas and M.N. Vrahatis
Nonlinear Analysis, Theory, Methods and Applications, Vol. 47, 3431-3436, (2001).
Publication year: 2001

Interrelations between Absorption Energiesand Local Isotherms, Local Monolayer Capabilities, and Energy Distribution Functions, as Determined for Heterogeneous Surfaces by Inverse Gas Chromatography

Journal Paper
N.A. Katsanos, E. Iliopoulou, V.P. Plagianakos, and H. Mangou
Journal of Colloid and Interface Science, Vol. 239, 10-19, (2001).
Publication year: 2001

Adaptive stepsize algorithms for on-line training of neural networks

Journal Paper
G.D. Magoulas, V.P. Plagianakos, and M.N. Vrahatis
Nonlinear Analysis, Theory, Methods and Applications, Vol. 47, 3425-3430, (2001).
Publication year: 2001

A Framework for the Development of Globally Convergent Adaptive Learning Rate Algorithms

Journal Paper
G.D. Magoulas, V.P. Plagianakos, G.S. Androulakis and M.N. Vrahatis
International Journal of Computer Research, Vol. 10, No. 1, 1-10, (2001).
Publication year: 2001

Globally Convergent Modification of the Quickprop Method

Journal Paper
M.N. Vrahatis, G.D. Magoulas, and V.P. Plagianakos
Neural Processing Letters, Vol. 12, No.2, 159-170, (2000).
Publication year: 2000