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, 213-267, 2003 | 604 | 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 | 530 | 2010 |
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 | 310 | 2013 |
Effective backpropagation training with variable stepsize GD Magoulas, MN Vrahatis, GS Androulakis Neural networks 10 (1), 69-82, 1997 | 306 | 1997 |
Machine learning in medical applications GD Magoulas, A Prentza Advanced course on artificial intelligence, 300-307, 1999 | 284 | 1999 |
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 | 261 | 2002 |
New globally convergent training scheme based on the resilient propagation algorithm AD Anastasiadis, GD Magoulas, MN Vrahatis Neurocomputing 64, 253-270, 2005 | 237 | 2005 |
INSPIRE: an intelligent system for personalized instruction in a remote environment KA Papanikolaou, M Grigoriadou, H Kornilakis, GD Magoulas Hypermedia: Openness, Structural Awareness, and Adaptivity: International …, 2002 | 237 | 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, 1-8, 2001 | 221 | 2001 |
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 | 214 | 2003 |
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 | 214 | 1999 |
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 | 169 | 2000 |
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 | 162 | 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 | 155 | 2001 |
Improving the particle swarm optimizer by function “stretching” KE Parsopoulos, VP Plagianakos, GD Magoulas, MN Vrahatis Advances in Convex Analysis and Global Optimization: Honoring the Memory of …, 2001 | 136 | 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 | 135 | 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 | 125 | 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 | 122 | 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 | 120 | 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 | 99 | 1999 |