George D. Magoulas
George D. Magoulas
Professor of Computer Science, University of London, Birkbeck College
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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
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
INSPIRE: an intelligent system for personalized instruction in a remote environment
KA Papanikolaou, M Grigoriadou, H Kornilakis, GD Magoulas
Workshop on Adaptive Hypermedia, 215-225, 2001
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
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
New globally convergent training scheme based on the resilient propagation algorithm
AD Anastasiadis, GD Magoulas, MN Vrahatis
Neurocomputing 64, 253-270, 2005
Machine learning in medical applications
GD Magoulas, A Prentza
Advanced course on artificial intelligence, 300-307, 1999
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
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
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
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
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
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
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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