George D. Magoulas
George D. Magoulas
Professor of Computer Science, University of London, Birkbeck College
Verified email at - Homepage
TitleCited byYear
Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE
KA Papanikolaou, M Grigoriadou, H Kornilakis, GD Magoulas
User modeling and user-adapted interaction 13 (3), 213-267, 2003
Learning as immersive experiences: Using the four‐dimensional framework for designing and evaluating immersive learning experiences in a virtual world
S De Freitas, G Rebolledo‐Mendez, F Liarokapis, G Magoulas, ...
British Journal of Educational Technology 41 (1), 69-85, 2010
Effective backpropagation training with variable stepsize
GD Magoulas, MN Vrahatis, GS Androulakis
Neural networks 10 (1), 69-82, 1997
Towards new forms of knowledge communication: the adaptive dimension of a web-based learning environment
KA Papanikolaou, M Grigoriadou, GD Magoulas, H Kornilakis
Computers & Education 39 (4), 333-360, 2002
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, 2001
A constructionist learning environment for teachers to model learning designs
D Laurillard, P Charlton, B Craft, D Dimakopoulos, D Ljubojevic, ...
Journal of Computer Assisted Learning 29 (1), 15-30, 2013
Improving the convergence of the backpropagation algorithm using learning rate adaptation methods
GD Magoulas, MN Vrahatis, GS Androulakis
Neural Computation 11 (7), 1769-1796, 1999
Adaptive web‐based learning: accommodating individual differences through system's adaptation
GD Magoulas, Y Papanikolaou, M Grigoriadou
British journal of educational technology 34 (4), 511-527, 2003
INSPIRE: an intelligent system for personalized instruction in a remote environment
M Grigoriadou, K Papanikolaou, H Kornilakis, G Magoulas
Proceedings of 3rd Workshop on Adaptive Hypertext and Hypermedia, 13-24, 2001
Objective function" stretching" to alleviate convergence to local minima
KE Parsopoulos, VP Plagianakos, GD Magoulas, MN Vrahatis
Nonlinear Analysis, Theory, Methods & Applications 47 (5), 3419-3424, 2001
Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
E Frias-Martinez, G Magoulas, S Chen, R Macredie
Expert Systems with Applications 29 (2), 320-329, 2005
A class of gradient unconstrained minimization algorithms with adaptive stepsize
MN Vrahatis, GS Androulakis, JN Lambrinos, GD Magoulas
Journal of Computational and Applied Mathematics 114 (2), 367-386, 2000
New globally convergent training scheme based on the resilient propagation algorithm
AD Anastasiadis, GD Magoulas, MN Vrahatis
Neurocomputing 64, 253-270, 2005
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
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
Machine learning in medical applications
GD Magoulas, A Prentza
Advanced Course on Artificial Intelligence, 300-307, 1999
A flexible interface design for web directories to accommodate different cognitive styles
SY Chen, GD Magoulas, D Dimakopoulos
Journal of the American Society for Information Science and Technology 56 (1 …, 2005
Neuro-fuzzy knowledge processing in intelligent learning environments for improved student diagnosis
R Stathacopoulou, GD Magoulas, M Grigoriadou, M Samarakou
Information Sciences 170 (2-4), 273-307, 2005
Automated user modeling for personalized digital libraries
E Frias-Martinez, G Magoulas, S Chen, R Macredie
International Journal of Information Management 26 (3), 234-248, 2006
Neural network-based fuzzy modeling of the student in intelligent tutoring systems
R Stathacopoulou, GD Magoulas, M Grigoriadou
IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999
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