George D. Magoulas
Orcid: 0000-0003-1884-0772Affiliations:
- Birkbeck, University of London, UK
According to our database1,
George D. Magoulas
authored at least 152 papers
between 1995 and 2022.
Collaborative distances:
Collaborative distances:
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on zbmath.org
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on orcid.org
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on dl.acm.org
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Bibliography
2022
Convolutional Neural Networks-Based Framework for Early Identification of Dementia Using MRI of Brain Asymmetry.
Int. J. Neural Syst., 2022
Predicting Seriousness of Injury in a Traffic Accident: A New Imbalanced Dataset and Benchmark.
Proceedings of the Engineering Applications of Neural Networks, 2022
2021
Brain Asymmetry Detection and Machine Learning Classification for Diagnosis of Early Dementia.
Sensors, 2021
Neural adaptive admission control framework: SLA-driven action termination for real-time application service management.
Enterp. Inf. Syst., 2021
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021
Deep Learning of Brain Asymmetry Images and Transfer Learning for Early Diagnosis of Dementia.
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021
Creating Ensembles of Generative Adversarial Network Discriminators for One-Class Classification.
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021
Transfer Learning and Magnetic Resonance Imaging Techniques for the Deep Neural Network-Based Diagnosis of Early Cognitive Decline and Dementia.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2021
2020
Evolving Connectionist Models to Capture Population Variability across Language Development: Modeling Children's Past Tense Formation.
Artif. Life, 2020
2019
Customised ensemble methodologies for deep learning: Boosted Residual Networks and related approaches.
Neural Comput. Appl., 2019
Challenging the Alignment of Learning Design Tools with HE Lecturers' Learning Design Practice.
Proceedings of the Transforming Learning with Meaningful Technologies, 2019
2018
Soft Comput., 2018
The cloudUPDRS app: A medical device for the clinical assessment of Parkinson's Disease.
Pervasive Mob. Comput., 2018
Users' perceptions of e-learning environments and services effectiveness: The emergence of the concept functionality model.
J. Enterp. Inf. Manag., 2018
2017
Design and Evaluation of a Case-Based System for Modelling Exploratory Learning Behavior of Math Generalization.
IEEE Trans. Learn. Technol., 2017
Design and Evaluation of Adaptive Feedback to Foster ICT Information Processing Skills in Young Adults.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
2016
Evolutionary approaches to signal decomposition in an application service management system.
Soft Comput., 2016
Bounding the Search Space for Global Optimization of Neural Networks Learning Error: An Interval Analysis Approach.
J. Mach. Learn. Res., 2016
Ubiquitous Learning Architecture to Enable Learning Path Design across the Cumulative Learning Continuum.
Informatics, 2016
Synthesizing Technological and Pedagogical Knowledge in Learning Design: A Case Study in Teacher Training on Technology Enhanced Learning.
Int. J. Digit. Lit. Digit. Competence, 2016
Proceedings of the Advances in Computational Intelligence Systems, 2016
Teachers' Perspectives on Design for Learning using Computer based Information Systems: a Systematic literature Review.
Proceedings of the UKAIS 2016, 2016
Analysing engagement in an online management programme and implications for course design.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016
Proceedings of the Advances in Web-Based Learning - ICWL 2016, 2016
Proceedings of the Advances in Web-Based Learning - ICWL 2016, 2016
Proceedings of the GCAI 2016. 2nd Global Conference on Artificial Intelligence, September 19, 2016
2015
Participatory Learner Modelling Design: A methodology for iterative learner models development.
Inf. Sci., 2015
Reliable estimation of a neural network's domain of validity through interval analysis based inversion.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Solving the linear interval tolerance problem for weight initialization of neural networks.
Neural Networks, 2014
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014
2013
J. Comput. Assist. Learn., 2013
Evol. Syst., 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
2012
Expert Syst. Appl., 2012
Comput. Educ., 2012
Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012
Proceedings of the Engineering Applications of Neural Networks, 2012
Proceedings of the Engineering Applications of Neural Networks, 2012
2011
Nonmonotone Levenberg-Marquardt training of recurrent neural architectures for processing symbolic sequences.
Neural Comput. Appl., 2011
Appl. Math. Comput., 2011
Proceedings of the User Modeling, Adaption and Personalization, 2011
TMBL kernels for CUDA GPUs compile faster using PTX: computational intelligence on consumer games and graphics hardware.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Identifying similarities in TMBL programs with alignment to quicken their compilation for GPUs: computational intelligence on consumer games and graphics hardware.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
Pervasive Mob. Comput., 2010
Introduction to the special issue on "Human Behavior in Ubiquitous Environments: Modeling of Human Mobility Patterns".
Pervasive Mob. Comput., 2010
Learning as immersive experiences: Using the four-dimensional framework for designing and evaluating immersive learning experiences in a virtual world.
Br. J. Educ. Technol., 2010
Adaptive Modelling of Users' Strategies in Exploratory Learning Using Case-Based Reasoning.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010
Group Formation for Collaboration in Exploratory Learning Using Group Technology Techniques.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010
Layered Development and Evaluation for Intelligent Support in Exploratory Environments: The Case of Microworlds.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Tweaking a tower of blocks leads to a TMBL: Pursuing long term fitness growth in program evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Sequence Detection for Adaptive Feedback Generation in an Exploratory Environment for Mathematical Generalisation.
Proceedings of the Artificial Intelligence: Methodology, 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
Int. J. Mob. Learn. Organisation, 2009
Hybrid model for learner modelling and feedback prioritisation in exploratory learning.
Int. J. Hybrid Intell. Syst., 2009
Developing an Evaluation Methodology for Immersive Learning Experiences in a Virtual World.
Proceedings of the 2009 Conference in Games and Virtual Worlds for Serious Applications, 2009
Context-Dependent Personalised Feedback Prioritisation in Exploratory Learning for Mathematical Generalisation.
Proceedings of the User Modeling, 2009
Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Learning in the Synergy of Multiple Disciplines, 2009
Nonmonotone Learning of Recurrent Neural Networks in Symbolic Sequence Processing Applications.
Proceedings of the Engineering Applications of Neural Networks, 2009
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009
Identifying strategies in user's exploratory learning behaviour for mathematical generalisation.
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009
2008
Advanced Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent Neural Networks.
Int. J. Artif. Intell. Tools, 2008
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008
TREAD: a new genetic programming representation aimed at research of long term complexity growth.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
L4All, a Web-Service Based System for Lifelong Learners.
Proceedings of the Learning Grid Handbook - Concepts, Technologies and Applications, 2008
2007
Proceedings of the Encyclopedia of Portal Technologies and Applications (2 Volumes), 2007
J. Netw. Comput. Appl., 2007
Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent Neural Networks.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Adaptive Self-scaling Non-monotone BFGS Training Algorithm for Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
2006
Neural Comput. Appl., 2006
Neural Comput. Appl., 2006
Int. J. Inf. Manag., 2006
Adaptive Algorithms for Neural Network Supervised Learning: a Deterministic Optimization Approach.
Int. J. Bifurc. Chaos, 2006
Int. J. Bifurc. Chaos, 2006
Distributed computing methodology for training neural networks in an image-guided diagnostic application.
Comput. Methods Programs Biomed., 2006
Introduction to the special issue on intelligent technologies in medicine and bioinformatics.
Comput. Biol. Medicine, 2006
Br. J. Educ. Technol., 2006
2005
Multicriteria decision making for enhanced perception-based multimedia communication.
IEEE Trans. Syst. Man Cybern. Part A, 2005
Intelligent synthesis mechanism for deriving streaming priorities of multimedia content.
IEEE Trans. Multim., 2005
Pattern Recognit. Lett., 2005
A flexible interface design for Web directories to accommodate different cognitive styles.
J. Assoc. Inf. Sci. Technol., 2005
Neuro-fuzzy knowledge processing in intelligent learning environments for improved student diagnosis.
Inf. Sci., 2005
New globally convergent training scheme based on the resilient propagation algorithm.
Neurocomputing, 2005
Int. J. Inf. Technol. Manag., 2005
Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques.
Expert Syst. Appl., 2005
2004
Int. J. Digit. Libr., 2004
Int. J. Artif. Intell. Tools, 2004
Neural network-based colonoscopic diagnosis using on-line learning and differential evolution.
Appl. Soft Comput., 2004
Proceedings of the User-Centered Interaction Paradigms for Universal Access in the Information Society, 2004
Proceedings of the Intelligent Tutoring Systems, 7th International Conference, 2004
Proceedings of the Intelligent Tutoring Systems, 7th International Conference, 2004
Quality Processing of Microarray Image Data through Image Inpainting and Texture Synthesis.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004
Integrating Perceptech Requirements in Multimedia Streaming.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2004
2003
Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE.
User Model. User Adapt. Interact., 2003
Adaptive web-based learning: accommodating individual differences through system's adaptation.
Br. J. Educ. Technol., 2003
Proceedings of the User Modeling 2003, 2003
Proceedings of the Advances in Intelligent Data Analysis V, 2003
Classification of Protein Localisation Patterns via Supervised Neural Network Learning.
Proceedings of the Advances in Intelligent Data Analysis V, 2003
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003
2002
Deterministic nonmonotone strategies for effective training of multilayer perceptrons.
IEEE Trans. Neural Networks, 2002
IEEE Trans. Neural Networks, 2002
Towards new forms of knowledge communication: the adaptive dimension of a web-based learning environment.
Comput. Educ., 2002
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002
Proceedings of the Methods and Applications of Artificial Intelligence, 2002
2001
Neuro-fuzzy synergism for planning the content in a web-based course.
Informatica (Slovenia), 2001
Eur. J. Inf. Syst., 2001
Perceptual Considerations for Quality of Service Management: An Integrated Architecture.
Proceedings of the User Modeling 2001, 8th International Conference, 2001
Proceedings of the Hypermedia: Openness, 2001
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001
Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001
2000
A class of adaptive learning rate algorithms derived by one-dimensional subminimization methods.
Neural Parallel Sci. Comput., 2000
Neural Process. Lett., 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Development and Convergence Analysis of Training Algorithms with Local Learning Rate Adaptation.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Tumor Recognition in Endoscopic Video Images Using Artificial Neural Network Architectures.
Proceedings of the 26th EUROMICRO 2000 Conference, 2000
A Connectionist Approach for Supporting Personalized Learning in a Web-Based Learning Environment.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2000
1999
Improving the Convergence of the Backpropagation Algorithm Using Learning Rate Adaptation Methods.
Neural Comput., 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
A connectionist approach for adaptive lesson presentation in a distance learning course.
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Towards a Computationally Intelligent Lesson Adaptation for a Distance Learning Course.
Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
Proceedings of the 25th EUROMICRO '99 Conference, 1999
1997
1996
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996
1995
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995