| 2023 | ICANN | A Transformer-Based Framework for Biomedical Information Retrieval Systems. | Karl Hall, Chrisina Jayne, Victor Chang |
| 2022 | EANN | Automatic Accent and Gender Recognition of Regional UK Speakers. | Chrisina Jayne, Victor Chang, Jozeene Bailey, Qianwen Ariel Xu |
| 2022 | ICANN | Cross Domain Evaluation of Text Detection Models. | Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-Garca, Chrisina Jayne |
| 2021 | IJCNN | Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis. | Carlos Francisco Moreno-Garca, Chrisina Jayne, Eyad Elyan |
| 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 | Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition. | Erik Barrow, Mark Eastwood, 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 | ICONIP | Selective Dropout for Deep Neural Networks. | Erik Barrow, Mark Eastwood, Chrisina Jayne |
| 2015 | EANN | Inferring Users' Interest on Web Documents Through Their Implicit Behaviour. | Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor |
| 2015 | EANN | Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing. | Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne, Raja Norliza Raja Omar |
| 2015 | ICONIP | Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images. | Erik Barrow, Chrisina Jayne, Mark Eastwood |
| 2015 | IV | Perceived Realism of Crowd Behaviour with Social Forces. | Stuart O'Connor, Fotis Liarokapis, Chrisina Jayne |
| 2014 | EANN | Automatic Screening and Classification of Diabetic Retinopathy Fundus Images. | Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne |
| 2014 | IJCNN | Dual Deep Neural Network approach to matching data in different modes. | Mark Eastwood, Chrisina Jayne |
| 2013 | IJCNN | Restricted Boltzmann machines for pre-training deep Gaussian networks. | Mark Eastwood, Chrisina Jayne |
| 2013 | SMC | Automated Sound Signalling Device Quality Assurance Tool for Embedded Industrial Control Applications. | Tomasz Maniak, Rahat Iqbal, Faiyaz Doctor, Chrisina Jayne |
| 2012 | EANN | Knowledge Clustering Using a Neural Network in a Course on Medical-Surgical Nursing. | Jos Luis Fernndez-Alemn, Chrisina Jayne, Ana Beln Snchez Garca, Juan Manuel Carrillo de Gea, Jos Ambrosio Toval lvarez |
| 2012 | EANN | Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation. | Faiyaz Doctor, Chrisina Jayne, Rahat Iqbal |
| 2012 | EANN | Automatic Landmark Location for Analysis of Cardiac MRI Images. | Chrisina Jayne, Andreas Lanitis, Chris Christodoulou |