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Chrisina Jayne
Chrisina Jayne
Verified email at tees.ac.uk - Homepage
Title
Cited by
Cited by
Year
Imitation learning: A survey of learning methods
A Hussein, MM Gaber, E Elyan, C Jayne
ACM Computing Surveys (CSUR) 50 (2), 1-35, 2017
12462017
Comparing different classifiers for automatic age estimation
A Lanitis, C Draganova, C Christodoulou
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004
7842004
Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing
SS Rahim, V Palade, J Shuttleworth, C Jayne
Brain informatics 3, 249-267, 2016
1172016
New trends on digitisation of complex engineering drawings
CF Moreno-García, E Elyan, C Jayne
Neural computing and applications 31, 1695-1712, 2019
1092019
A systematic review of social media-based sentiment analysis: Emerging trends and challenges
QA Xu, V Chang, C Jayne
Decision Analytics Journal 3, 100073, 2022
922022
Computer vision and machine learning for medical image analysis: recent advances, challenges, and way forward.
E Elyan, P Vuttipittayamongkol, P Johnston, K Martin, K McPherson, ...
Artificial Intelligence Surgery 2, 2022
842022
Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening
SS Rahim, C Jayne, V Palade, J Shuttleworth
Neural computing and applications 27, 1149-1164, 2016
752016
CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification
E Elyan, CF Moreno-Garcia, C Jayne
Neural computing and applications 33, 2839-2851, 2021
722021
Overlap-based undersampling for improving imbalanced data classification
P Vuttipittayamongkol, E Elyan, A Petrovski, C Jayne
Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018
652018
Deep imitation learning for 3D navigation tasks
A Hussein, E Elyan, MM Gaber, C Jayne
Neural computing and applications 29, 389-404, 2018
622018
Comparative analysis of relevance feedback methods based on two user studies
S Akuma, R Iqbal, C Jayne, F Doctor
Computers in human behavior 60, 138-146, 2016
482016
Symbols classification in engineering drawings
E Elyan, CM Garcia, C Jayne
2018 International joint conference on neural networks (IJCNN), 1-8, 2018
462018
Detection of diabetic retinopathy and maculopathy in eye fundus images using fuzzy image processing
SS Rahim, V Palade, C Jayne, A Holzinger, J Shuttleworth
Brain Informatics and Health: 8th International Conference, BIH 2015, London …, 2015
462015
Effects of response-driven feedback in computer science learning
JLFF Aleman, D Palmer-Brown, C Jayne
IEEE transactions on education 54 (3), 501-508, 2010
382010
Heuristics-based detection to improve text/graphics segmentation in complex engineering drawings
CF Moreno-García, E Elyan, C Jayne
Engineering Applications of Neural Networks: 18th International Conference …, 2017
362017
Automatic screening and classification of diabetic retinopathy fundus images
SS Rahim, V Palade, J Shuttleworth, C Jayne
Engineering Applications of Neural Networks: 15th International Conference …, 2014
352014
Few-shot classifier GAN
A Ali-Gombe, E Elyan, Y Savoye, C Jayne
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
332018
Deep reward shaping from demonstrations
A Hussein, E Elyan, MM Gaber, C Jayne
2017 International Joint Conference on Neural Networks (IJCNN), 510-517, 2017
322017
Fish classification in context of noisy images
A Ali-Gombe, E Elyan, C Jayne
Engineering Applications of Neural Networks: 18th International Conference …, 2017
322017
Multiple fake classes GAN for data augmentation in face image dataset
A Ali-Gombe, E Elyan, C Jayne
2019 International joint conference on neural networks (IJCNN), 1-8, 2019
312019
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