George D. Magoulas

Birkbeck, University of London — United Kingdom

Computer Science · Physical Sciences

34h-index5.1kcitations248works0.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Neural Networks and Applications(62), Intelligent Tutoring Systems and Adaptive Learning(30), Innovative Teaching and Learning Methods(29), Metaheuristic Optimization Algorithms Research(26), Evolutionary Algorithms and Applications(21)

Publications248 total

Convolutional Neural Networks-Based Framework for Early Identification of Dementia Using MRI of Brain Asymmetry
International Journal of Neural Systems·2022· 17 cited
Predicting Seriousness of Injury in a Traffic Accident: A New Imbalanced Dataset and Benchmark
BIROn (Birkbeck, University of London)·2022Open Access
Transfer Learning and Magnetic Resonance Imaging Techniques for the Deep Neural Network-Based Diagnosis of Early Cognitive Decline and Dementia
Lecture notes in computer science·2022Open Access
Predicting Seriousness of Injury in a Traffic Accident: A New Imbalanced Dataset and Benchmark
Communications in computer and information science·2022· 2 citedOpen Access
Machine Learning-Supported MRI Analysis of Brain Asymmetry for Early Diagnosis of Dementia
Studies in computational intelligence·2021· 2 cited
Brain Asymmetry Detection and Machine Learning Classification for Diagnosis of Early Dementia
Sensors·2021· 63 citedOpen Access
Deep Learning of Brain Asymmetry Images and Transfer Learning for Early Diagnosis of Dementia
Proceedings of the international neural networks society·2021· 11 cited
Deep Learning Topology–Preserving EEG–Based Images for Autism Detection in Infants
Proceedings of the international neural networks society·2021· 2 cited
Creating Ensembles of Generative Adversarial Network Discriminators for One-Class Classification
Proceedings of the international neural networks society·2021· 4 cited
Evolving Connectionist Models to Capture Population Variability across Language Development: Modeling Children's Past Tense Formation
Artificial Life·2020· 2 citedOpen Access
Transformative Power of Smart Technologies Enabled by Advances in AI
Advances in marketing, customer relationship management, and e-services book series·2019
Integrating Perceptech Requirements through Intelligent Computation of Priorities in Multimedia Streaming
2019
Computational Approaches to Artificial Intelligence: Theory, Methods and Applications
2019· 1 cited
A Globally Convergent Jacobi-Bisection Method for Neural Network Training
2019· 2 cited
Neural adaptive admission control framework: SLA-driven action termination for real-time application service management
Enterprise Information Systems·2019· 3 cited
Challenging the Alignment of Learning Design Tools with HE Lecturers’ Learning Design Practice
Lecture notes in computer science·2019· 1 cited
Customised ensemble methodologies for deep learning: Boosted Residual Networks and related approaches
Neural Computing and Applications·2018· 7 citedOpen Access
User Model Interoperability in Education
2018· 3 cited
User model interoperability in education: sharing learner datausing the experience API and distributed ledger technology
BIROn (Birkbeck, University of London)·2018Open Access
Synthesizing Technological and Pedagogical Knowledge in Learning Design
IGI Global eBooks·2018
page 1 of 13Next →

Frequent Co-authors

Michael N. Vrahatis(14), Maria Grigoriadou(9), Vassilis P. Plagianakos(8), Kyparisia Papanikolaou(7), Harry Kornilakis(4), George Androulakis(4), Robert D. Macredie(4), Sherry Y. Chen(4), Sara de Freitas(3), Alexandra Poulovassilis(3), Enrique Frı́as-Martı́nez(3), Regina Stathacopoulou(3), Genaro Rebolledo‐Mendez(2), Fotis Liarokapis(2), Diana Laurillard(2), Patricia Charlton(2), Dionisios N. Dimakopoulos(2), Konstantinos E. Parsopoulos(2), Sihang Chen(2), Cosmin Stamate(2)