George D. Magoulas

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Michael N. VrahatisDepartment of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Vassilis PlagianakosProfessor, Department of Computer Science and Biomedical Informatics, University of Thessaly, GreeceVerified email at uth.gr
Maria GrigoriadouVerified email at di.uoa.gr
Kyparisia PapanikolaouProfessor of e-learning at Dpt of Education, School of Pedagogical & Technological Education, GRVerified email at aspete.gr
George S. Androulakis (Greek: Γεώργι...Professor, Department of Business Administration, University of PatrasVerified email at upatras.gr
Sherry Y ChenNational Central UniversityVerified email at cl.ncu.edu.tw
Dr Sara de FreitasUniversity of LondonVerified email at dcs.bbk.ac.uk
Dionisios DimakopoulosBirkbeck, University of LondonVerified email at dcs.bbk.ac.uk
Patricia CharltonSenior Lecturer, Open UniversityVerified email at open.ac.uk
Sergio Gutiérrez-SantosLecturer in Computer Science, Birkbeck College, Univ. of LondonVerified email at dcs.bbk.ac.uk
Gheorghita (George) GhineaProfessor in Mulsemedia Computing, Brunel UniversityVerified email at brunel.ac.uk
Diana LaurillardUniversity College LondonVerified email at ucl.ac.uk
Manolis MavrikisProfessor in Artificial Intelligence and Analytics in Education, UCL Knowledge LabVerified email at ucl.ac.uk
Alan MoscaBirkbeck, University of LondonVerified email at dcs.bbk.ac.uk
Chun-Cheng Peng (彭俊澄)Department of Information and Communication Engineering, Chaoyang University of Technology, TaiwanVerified email at cyut.edu.tw
Cosmin StamateBirkbeck, University of LondonVerified email at dcs.bbk.ac.uk
George RoussosProfessor of Pervasive Computing, Birkbeck College, University of LondonVerified email at bbk.ac.uk
Stavros P. AdamAssistant Professor, Dept. of Informatics and Telecommunications, University of IoanninaVerified email at uoi.gr
Tomasz D. SikoraPhD, University of London, Birkbeck CollegeVerified email at solidsoftware.pl
Michael ThomasProfessor of Cognitive Neuroscience, Birkbeck, University of LondonVerified email at mail.bbk.ac.uk

George D. Magoulas

Professor, Director of the Birkbeck Knowledge Lab, Birkbeck College University of London

Verified email at bbk.ac.uk - Homepage

Machine Intelligence Artificial Intelligence in Education Learning Technologies Artificial Neural Networks Deep Learning


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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, 213-267, 2003	609	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	542	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	316	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	289	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	262	2002
New globally convergent training scheme based on the resilient propagation algorithm AD Anastasiadis, GD Magoulas, MN Vrahatis Neurocomputing 64, 253-270, 2005	245	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	240	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
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	215	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	214	2003
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	165	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	126	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	123	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

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