Eyad Elyan

University of Aberdeen — United Kingdom

Computer Science · Physical Sciences

30h-index4.8kcitations127works8.12yr avg
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Research Topics

Machine Learning and Data Classification(14), Handwritten Text Recognition Techniques(13), Anomaly Detection Techniques and Applications(12), Face and Expression Recognition(11), Face recognition and analysis(11)

Publications127 total

On the Impact of Greyscale ImageNet Pre-training for Chest X-Ray Model Transferability
Lecture notes in computer science·2025
Mitigating Class Imbalance in Multiclass Educational Data: A Hybrid One-vs-One and Density-Based Resampling Approach
Lecture notes in computer science·2025
Deep Learning and Attention-Based Methods for Human Activity Recognition and Anticipation: A Comprehensive Review
Cognitive Computation·2025· 4 citedOpen Access
MSBATN: Multi-Stage Boundary-Aware Transformer Network for action segmentation in untrimmed surgical videos
Computer Vision and Image Understanding·2025· 1 cited
KD-LSRED : Knowledge Distillation for Lightweight Symbol Recognition in Engineering Diagrams
Lecture notes in computer science·2025
Development of Sustainable, Multifunctional, Advanced and Smart Hybrid Solid-State Electrolyte for Structural Battery Composites
2025Open Access
Attention-Based Framework for Automated Symbol Recognition and Wiring Design in Electrical Diagrams
Applied Artificial Intelligence·2025· 1 citedOpen Access
Modified CBAM: Sub-block Pooling for Improved Channel and Spatial Attention
Lecture notes in computer science·2025· 1 cited
An Evolutionary Neural Architecture Search-Based Approach for Time Series Forecasting
2025
CEANet: An end-to-end transformer based static-mobile points alignment approach
Signal Image and Video Processing·2025
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos
arXiv (Cornell University)·2025Open Access
Predicting student next-term performance in degree programs using AI-based approach: a case study from Ghana
Cogent Education·2025· 4 citedOpen Access
Geothermal cooling solutions for rural communities at Homa Bay, Kenya: a CFD modelling study
International Journal of Sustainable Engineering·2025Open Access
A Feature Transformation Technique for Improving Ensemble Learning Systems
Lecture notes in computer science·2025
No One-Size-Fits-All: A Systematic Benchmark for Multivariate Time Series Forecasting
SSRN Electronic Journal·2025Open Access
Ensemble of Regressors for Gross Error Identification: An Optimisation Approach
SSRN Electronic Journal·2025Open Access
Blind sonar image quality assessment via machine learning: Leveraging micro- and macro-scale texture and contour features in the wavelet domain
Engineering Applications of Artificial Intelligence·2024· 18 citedOpen Access
FAT: Fusion-Attention Transformer for Remaining Useful Life Prediction
Lecture notes in computer science·2024· 2 cited
A Novel Ensemble Aggregation Method Based on Deep Learning Representation
Lecture notes in computer science·2024Open Access
Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers
Cognitive Computation·2024· 6 citedOpen Access
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Frequent Co-authors

Chrisina Jayne(14), Carlos Francisco Moreno‐García(14), Pattaramon Vuttipittayamongkol(8), Pamela Johnston(7), Mohamed Medhat Gaber(6), Adamu Ali-Gombe(5), Ahmed Hussein(3), Md. Mostafa Kamal Sarker(3), Laura Jamieson(3), Jinchang Ren(3), Faseela Abdullakutty(3), Truong Dang(3), Tien Thanh Nguyen(3), John McCall(3), Andrei Petrovski(2), Andrew A. Gumbs(2), Isabella Frigerio(2), Gaya Spolverato(2), Roland S. Croner(2), Alfredo Illanes(2)