| 2026 | HRI | Chirality-Aware Grammar-Guided Surgical Action Anticipation from Video. | Md Rezowan Hossain Ferdous Shuvo, M. S. Mekala, Eyad Elyan |
| 2026 | ICPR | Spot the Difference: Bilateral Contrastive Representation Learning for Nodule Classification. | Sophie Crawford Haynes, M. S. Mekala, Eyad Elyan |
| 2025 | ACIIDS | A Feature Transformation Technique for Improving Ensemble Learning Systems. | Truong Thanh Nguyen, Hieu Vu, Truong Dang, Eyad Elyan, Thanh Son Vu, Tien Thanh Nguyen |
| 2025 | CEC | An Evolutionary Neural Architecture Search-Based Approach for Time Series Forecasting. | Trung Hieu Vu, Tien Thanh Nguyen, Eyad Elyan |
| 2025 | DSAA | Offshore Asset Inspection Redefined: Expert- Validated Deep Learning for Critical Defects. | Urmila Gurung, M. S. Mekala, Carlos Francisco Moreno-Garca, Nikolaus Zolnhofer, Barry Marshall, Eyad Elyan |
| 2025 | ICDAR | KD-LSRED : Knowledge Distillation for Lightweight Symbol Recognition in Engineering Diagrams. | Ikenna Ekeke, Carlos Francisco Moreno-Garca, Eyad Elyan |
| 2025 | IDEAL | Mitigating Class Imbalance in Multiclass Educational Data: A Hybrid One-vs-One and Density-Based Resampling Approach. | John-Bosco Diekuu, Mahammad Shareef Mekala, John P. Isaacs, Eyad Elyan |
| 2025 | IDEAL | On the Impact of Greyscale ImageNet Pre-training for Chest X-Ray Model Transferability. | Sophie Crawford Haynes, Pamela Johnston, Eyad Elyan |
| 2024 | ICDAR | A Multiclass Imbalanced Dataset Classification of Symbols from Piping and Instrumentation Diagrams. | Laura Jamieson, Carlos Francisco Moreno-Garca, Eyad Elyan |
| 2024 | ICPR | A Novel Ensemble Aggregation Method Based on Deep Learning Representation. | Truong Thanh Nguyen, Eyad Elyan, Truong Dang, Tien Thanh Nguyen, Martin Longmuir |
| 2024 | ICPR | FAT: Fusion-Attention Transformer for Remaining Useful Life Prediction. | Trung Hieu Vu, Eyad Elyan, Will Vorley, Joe Goodlad, Truong Dang, Tien Thanh Nguyen |
| 2023 | DSAA | Object-aware Multi-criteria Decision-Making Approach using the Heuristic data-driven Theory for Intelligent Transportation Systems. | Mahammad Shareef Mekala, Eyad Elyan, Gautam Srivastava |
| 2023 | EANN | Digital Transformation for Offshore Assets: A Deep Learning Framework for Weld Classification in Remote Visual Inspections. | Luis Alberto Toral-Quijas, Eyad Elyan, Carlos Francisco Moreno-Garca, Jan Stander |
| 2023 | IJCNN | Unmasking the Imposters: Task-specific feature learning for face presentation attack detection. | Faseela Abdullakutty, Eyad Elyan, Pamela Johnston |
| 2022 | ICANN | Cross Domain Evaluation of Text Detection Models. | Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-Garca, Chrisina Jayne |
| 2021 | CEC | Weighted Ensemble of Deep Learning Models based on Comprehensive Learning Particle Swarm Optimization for Medical Image Segmentation. | Truong Dang, Tien Thanh Nguyen, Carlos Francisco Moreno-Garca, Eyad Elyan, John A. W. McCall |
| 2021 | EANN | Face Spoof Detection: An Experimental Framework. | Faseela Abdullakutty, Eyad Elyan, Pamela Johnston |
| 2021 | EANN | Face Detection with YOLO on Edge. | Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-Garca, Johan Zwiegelaar |
| 2021 | ICDAR | A Deep Learning Digitisation Framework to Mark up Corrosion Circuits in Piping and Instrumentation Diagrams. | Luis Toral, Carlos Francisco Moreno-Garca, Eyad Elyan, Shahram Memon |
| 2021 | IJCNN | Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis. | Carlos Francisco Moreno-Garca, Chrisina Jayne, Eyad Elyan |
| 2020 | EANN | Towards a Reliable Face Recognition System. | Adamu Ali-Gombe, Eyad Elyan, Johan Zwiegelaar |
| 2020 | EANN | Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks. | Eyad Elyan, Carlos Francisco Moreno-Garca, Pamela Johnston |
| 2020 | EANN | Predicting Permeability Based on Core Analysis. | Harry Kontopoulos, Hatem Ahriz, Eyad Elyan, Richard Arnold |
| 2020 | IJCNN | Deep Learning for Text Detection and Recognition in Complex Engineering Diagrams. | Laura Jamieson, Carlos Francisco Moreno-Garca, Eyad Elyan |
| 2019 | ICDAR | Digitisation of Assets from the Oil & Gas Industry: Challenges and Opportunities. | Carlos Francisco Moreno-Garca, Eyad Elyan |
| 2019 | IJCAI | Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. | Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon, Eyad Elyan, Zina M. Ibrahim, Oya Celikutan, Richard J. B. Dobson, Stephen J. McKenna, Jacqui Morris, Annalu Waller, Raed A. Abd-Alhammed, Rami Qahwaji, Ray Chaudhuri |
| 2019 | IJCNN | Multiple Fake Classes GAN for Data Augmentation in Face Image Dataset. | Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne |
| 2018 | EANN | Deep Imitation Learning with Memory for Robocup Soccer Simulation. | Ahmed Hussein, Eyad Elyan, Chrisina Jayne |
| 2018 | EANN | Toward Video Tampering Exposure: Inferring Compression Parameters from Pixels. | Pamela Johnston, Eyad Elyan, Chrisina Jayne |
| 2018 | IJCNN | Few-shot Classifier GAN. | Adamu Ali-Gombe, Eyad Elyan, Yann Savoye, Chrisina Jayne |
| 2018 | IJCNN | Symbols Classification in Engineering Drawings. | Eyad Elyan, Carlos Francisco Moreno-Garca, Chrisina Jayne |
| 2018 | IJCNN | Spatial Effects of Video Compression on Classification in Convolutional Neural Networks. | Pamela Johnston, Eyad Elyan, Chrisina Jayne |
| 2018 | IDEAL | Overlap-Based Undersampling for Improving Imbalanced Data Classification. | Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski, Chrisina Jayne |
| 2017 | EANN | Fish Classification in Context of Noisy Images. | Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne |
| 2017 | EANN | Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings. | Carlos Francisco Moreno-Garca, Eyad Elyan, Chrisina Jayne |
| 2017 | IJCNN | Deep reward shaping from demonstrations. | Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne |
| 2016 | EANN | An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests. | Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan |
| 2016 | EANN | Deep Active Learning for Autonomous Navigation. | Ahmed Hussein, Mohamed Medhat Gaber, Eyad Elyan |
| 2015 | SGAI | CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests. | Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan |
| 2015 | SGAI | A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests. | Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan |
| 2014 | IDEAL | Diversified Random Forests Using Random Subspaces. | Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan |
| 2014 | MMM | Rebuilding Visual Vocabulary via Spatial-temporal Context Similarity for Video Retrieval. | Lei Wang, Eyad Elyan, Dawei Song |
| 2012 | CIKM | Improving bag-of-visual-words model with spatial-temporal correlation for video retrieval. | Lei Wang, Dawei Song, Eyad Elyan |
| 2012 | EDUCON | Enhanced interactivity and engagement: Learning by doing to simplify mathematical concepts in computer graphics and animation. | Eyad Elyan |
| 2011 | ECIR | Video Retrieval Based on Words-of-Interest Selection. | Lei Wang, Dawei Song, Eyad Elyan |
| 2011 | SIGIR | Words-of-interest selection based on temporal motion coherence for video retrieval. | Lei Wang, Dawei Song, Eyad Elyan |