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Applied Intelligence
Magoulas, George and Dounias, G. (2007) Computational intelligence in medicine and biology. Applied Intelligence 27 (3), pp. 189-192. ISSN 0924-669X.
British Journal of Educational Technology
De Freitas, Sara and Harrison, Ian and Magoulas, George and Mee, A. and Mohamad, F. and Oliver, M. and Papamarkos, G. and Poulovassilis, Alex (2006) The development of a system for supporting the lifelong learner. British Journal of Educational Technology 37 (6), pp. 867-880. ISSN 0007-1013.
Magoulas, George and Papanikolaou, K.A. and Grigoriadou, M. (2003) Adaptive web-based learning: accommodating individual differences through system's adaptation. British Journal of Educational Technology 34 (4), pp. 511-527. ISSN 0007-1013.
Communications in Computer and Information Science
Lagias, Paschalis and Magoulas, George and Prifti, Ylli and Provetti, Alessandro (2022) Predicting seriousness of injury in a traffic accident: a new imbalanced dataset and benchmark. Communications in Computer and Information Science 1600 , pp. 412-423. ISSN 1865-0937.
Computers and Education
Papanikolaou, K.A. and Grigoriadou, M. and Magoulas, George and Kornilakis, H. (2002) Towards new forms of knowledge communication: the adaptive dimension of a web-based learning environment. Computers and Education 39 (4), pp. 333-360. ISSN 0360-1315.
Computers in Biology and Medicine
Magoulas, George and Dounias, G. (2006) Introduction: special issue on intelligent technologies in medicine and bioinformatics. [Editorial/Introduction]
European Journal of Information Systems
Magoulas, George (2001) Model-based design and evaluation of interactive applications. [Book Review]
IEEE Transactions on Neural Networks
Plagianakos, V.P. and Magoulas, George and Vrahatis, M.N. (2002) Deterministic nonmonotone strategies for effective training of multilayer perceptrons. IEEE Transactions on Neural Networks 13 (6), pp. 1268-1284. ISSN 1045-9227.
Magoulas, George and Plagianakos, V.P. and Vrahatis, M.N. (2002) Globally convergent algorithms with local learning rates. IEEE Transactions on Neural Networks 13 (3), pp. 774-779. ISSN 1045-9227.
Interacting with Computers
Magoulas, George and Chen, S.Y. (2006) Human factors in personalised systems and services. [Editorial/Introduction]
International Journal of Bifurcation and Chaos
Magoulas, George and Vrahatis, M.N. (2006) Adaptive algorithms for neural network supervised learning: a deterministic optimization approach. International Journal of Bifurcation and Chaos 16 (7), pp. 1929-1950. ISSN 0218-1274.
Magoulas, George and Anastasiadis, A.D. (2006) Approaches to adaptive stochastic search based on the nonextensive Q-distribution. International Journal of Bifurcation and Chaos 16 (7), pp. 2081-2091. ISSN 0218-1274.
International Journal of Information Management
Frias-Martinez, E. and Magoulas, George and Chen, S.Y. and Macredie, R.D. (2006) Automated user modeling for personalized digital libraries. International Journal of Information Management 26 (3), pp. 234-248. ISSN 0268-4012.
International Journal of Information Technology and Management
Ghinea, G. and Thomas, J.P. and Magoulas, George and Heravi, S. (2005) Adaptation as a premise for perceptual-based multimedia communications. International Journal of Information Technology and Management 4 (4), pp. 405-422. ISSN 1461-4111.
International Journal of Neural Systems
Herzog, Nitsa and Magoulas, George (2022) Convolutional neural networks-based framework for early identification of dementia using MRI of brain asymmetry. International Journal of Neural Systems 32 (12), ISSN 1793-6462.
International Journal on Artificial Intelligence Tools
Magoulas, George and Dounias, G. and Linkens, D.A. (2006) Preface. International Journal on Artificial Intelligence Tools 15 (3), pp. 331-334. ISSN 0218-2130.
Ghinea, G. and Magoulas, George and Frank, A.O. (2004) Intelligent protocol adaptation in a medical e-collaboration environment. International Journal on Artificial Intelligence Tools 13 (1), pp. 199-218. ISSN 0218-2130.
International Journal on Digital Libraries
Chen, S.Y. and Magoulas, George and Macredie, R.D. (2004) Cognitive styles and users' responses to structured information representation. International Journal on Digital Libraries 4 (2), pp. 93-107. ISSN 1432-5012.
Neural Computation
Magoulas, George and Vrahatis, M.N. and Androulakis, G.S. (1999) Improving the convergence of the backpropagation algorithm using learning rate adaptation methods. Neural Computation 11 (7), pp. 1769-1796. ISSN 0899-7667.
Neural Computing and Applications
Anastasiadis, A.D. and Magoulas, George (2006) Analysing the localisation sites of proteins through neural networks ensembles. Neural Computing and Applications 15 (3/4), pp. 277-288. ISSN 0941-0643.
Plagianakos, V.P. and Magoulas, George and Vrahatis, M.N. (2006) Evolutionary training of hardware realizable multilayer perceptrons. Neural Computing and Applications 15 (1), pp. 33-40. ISSN 0941-0643.
Neural Networks
Magoulas, George and Vrahatis, M.N. and Androulakis, G. (1997) Effective backpropagation training with variable stepsize. Neural Networks 10 (1), pp. 69-82. ISSN 0893-6080.
Neural Processing Letters
Vrahatis, M.N. and Magoulas, George and Plagianakos, V.P. (2000) Globally convergent modification of the quickprop method. Neural Processing Letters 12 (2), pp. 159-170. ISSN 1370-4621.
Neural, Parallel and Scientific Computations
Magoulas, George and Vrahatis, M.N. (2000) A class of adaptive learning rate algorithms derived by one-dimensional subminimization methods. Neural, Parallel and Scientific Computations 8 (2), pp. 147-168. ISSN 1061-5369.
Neurocomputing
Anastasiadis, A.D. and Magoulas, George and Vrahatis, M.N. (2005) New globally convergent training scheme based on the resilient propagation algorithm. Neurocomputing 64 , pp. 253-270. ISSN 0925-2312.
Pattern Recognition Letters
Anastasiadis, A.D. and Magoulas, George and Vrahatis, M.N. (2005) Sign-based learning schemes for pattern classification. Pattern Recognition Letters 26 (12), pp. 1926-1936. ISSN 0167-8655.
The Journal of the Association for Information Science and Technology
Chen, S.Y. and Magoulas, George and Dimakopoulos, Dionysios (2005) A flexible interface design for web directories to accommodate different cognitive styles. The Journal of the Association for Information Science and Technology 56 (1), pp. 70-83. ISSN 2330-1643.
User Modeling and User-Adapted Interaction - Special Issue on Impact of Learner Modeling
Papanikolaou, K.A. and Grigoriadou, M. and Kornilakis, H. and Magoulas, George (2003) Personalizing the interaction in a web-based educational hypermedia system: the case of INSPIRE. User Modeling and User-Adapted Interaction - Special Issue on Impact of Learner Modeling 13 (3), pp. 213-267. ISSN 0924-1868.
Virtual Reality
Magoulas, George and Lepouras, G. and Vassilakis, C. (2007) Virtual reality in the e-society. Virtual Reality 11 (2-3), pp. 71-73. ISSN 1359-4338.