Chrisina Jayne

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 38

Top Topics

Diabetic Retinopathy

Imbalanced Data Classification

Top Venues

Neural Comput. Appl.

Publications

Regina Ofori-Boateng, Magaly Aceves-Martins, Chrisina Jayne, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation. INNS DLIA@IJCNN (2023)
Chrisina Jayne, Victor Chang, Jozeene Bailey, Qianwen Ariel Xu
Automatic Accent and Gender Recognition of Regional UK Speakers. EANN (2022)
Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
Cross Domain Evaluation of Text Detection Models. ICANN (3) (2022)
Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification. Neural Comput. Appl. 33 (7) (2021)
Carlos Francisco Moreno-García, Chrisina Jayne, Eyad Elyan
Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis. IJCNN (2021)
Lazaros S. Iliadis, Chrisina Jayne
Emerging applications of Deep Learning and Spiking ANN. Neural Comput. Appl. 32 (23) (2020)
Elias Pimenidis, Chrisina Jayne
Special issue on engineering applications of neural networks. Neural Comput. Appl. 32 (16) (2020)
Pamela Johnston, Eyad Elyan, Chrisina Jayne
Video tampering localisation using features learned from authentic content. Neural Comput. Appl. 32 (16) (2020)
Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne
Multiple Fake Classes GAN for Data Augmentation in Face Image Dataset. IJCNN (2019)
Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne
New trends on digitisation of complex engineering drawings. Neural Comput. Appl. 31 (6) (2019)
Adamu Ali-Gombe, Eyad Elyan, Yann Savoye, Chrisina Jayne
Few-shot Classifier GAN. IJCNN (2018)
Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
Symbols Classification in Engineering Drawings. IJCNN (2018)
Pamela Johnston, Eyad Elyan, Chrisina Jayne
Spatial Effects of Video Compression on Classification in Convolutional Neural Networks. IJCNN (2018)
Chrisina Jayne, Lazaros S. Iliadis
Special issue: Engineering applications of neural networks. Neural Comput. Appl. 29 (7) (2018)
Chrisina Jayne, Nirmalie Wiratunga
Evolving sensor systems. Evol. Syst. 9 (2) (2018)
Erik Barrow, Mark Eastwood, Chrisina Jayne
Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition. IJCNN (2018)
Ahmed Hussein, Eyad Elyan, Chrisina Jayne
Deep Imitation Learning with Memory for Robocup Soccer Simulation. EANN (2018)
Pamela Johnston, Eyad Elyan, Chrisina Jayne
Toward Video Tampering Exposure: Inferring Compression Parameters from Pixels. EANN (2018)
Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski, Chrisina Jayne
Overlap-Based Undersampling for Improving Imbalanced Data Classification. IDEAL (1) (2018)
Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne
Deep imitation learning for 3D navigation tasks. Neural Comput. Appl. 29 (7) (2018)
Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne
Fish Classification in Context of Noisy Images. EANN (2017)
Ahmed Hussein, Mohamed Medhat Gaber, Eyad Elyan, Chrisina Jayne
Imitation Learning: A Survey of Learning Methods. ACM Comput. Surv. 50 (2) (2017)
Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne
Deep reward shaping from demonstrations. IJCNN (2017)
Lazaros S. Iliadis, Chrisina Jayne
Special issue: engineering applications of neural networks. Neural Comput. Appl. 28 (6) (2017)
Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne
Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings. EANN (2017)
Chrisina Jayne, Lazaros S. Iliadis, Valeri M. Mladenov
Special issue on the engineering applications of neural networks. Neural Comput. Appl. 27 (5) (2016)
Stephen Akuma, Rahat Iqbal, Chrisina Jayne, Faiyaz Doctor
Comparative analysis of relevance feedback methods based on two user studies. Comput. Hum. Behav. 60 (2016)
Erik Barrow, Mark Eastwood, Chrisina Jayne
Selective Dropout for Deep Neural Networks. ICONIP (3) (2016)
José Luis Fernández Alemán, Laura López-González, Ofelia González-Sequeros, Chrisina Jayne, Juan José López-Jiménez, Juan Manuel Carrillo-de-Gea, Ambrosio Toval
An Empirical Study of Neural Network-Based Audience Response Technology in a Human Anatomy Course for Pharmacy Students. J. Medical Syst. 40 (4) (2016)
Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne
Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing. Brain Informatics 3 (4) (2016)
José Luis Fernández Alemán, Laura López-González, Ofelia González-Sequeros, Chrisina Jayne, Juan José López-Jiménez, Ambrosio Toval
The evaluation of i-SIDRA - a tool for intelligent feedback - in a course on the anatomy of the locomotor system. Int. J. Medical Informatics 94 (2016)
Sarni Suhaila Rahim, Chrisina Jayne, Vasile Palade, James Shuttleworth
Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening. Neural Comput. Appl. 27 (5) (2016)
Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor
Inferring Users' Interest on Web Documents Through Their Implicit Behaviour. EANN (2015)
Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne, Raja Norliza Raja Omar
Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing. EANN (2015)
Sarni Suhaila Rahim, Vasile Palade, Chrisina Jayne, Andreas Holzinger, James Shuttleworth
Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Fuzzy Image Processing. BIH (2015)
Tomasz Maniak, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor
Automated intelligent system for sound signalling device quality assurance. Inf. Sci. 294 (2015)
Stuart O'Connor, Fotis Liarokapis, Chrisina Jayne
Perceived Realism of Crowd Behaviour with Social Forces. IV (2015)
Erik Barrow, Chrisina Jayne, Mark Eastwood
Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images. ICONIP (4) (2015)
Mark Eastwood, Chrisina Jayne
Evaluation of hyperbox neural network learning for classification. Neurocomputing 133 (2014)
Mark Eastwood, Chrisina Jayne
Dual Deep Neural Network approach to matching data in different modes. IJCNN (2014)
Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor
Implicit Predictive Indicators: Mouse Activity and Dwell Time. AIAI (2014)
Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne
Automatic Screening and Classification of Diabetic Retinopathy Fundus Images. EANN (2014)
Tomasz Maniak, Rahat Iqbal, Faiyaz Doctor, Chrisina Jayne
Automated Sound Signalling Device Quality Assurance Tool for Embedded Industrial Control Applications. SMC (2013)
Chrisina Jayne
Adaptive connectionist systems for engineering applications. Evol. Syst. 4 (4) (2013)
Mark Eastwood, Chrisina Jayne
Restricted Boltzmann machines for pre-training deep Gaussian networks. IJCNN (2013)
Chrisina Jayne, Andreas Lanitis, Chris Christodoulou
One-to-many neural network mapping techniques for face image synthesis. Expert Syst. Appl. 39 (10) (2012)
Inma Carrión, José Luis Fernández Alemán, Chrisina Jayne, Dominic Palmer-Brown, José Ambrosio Toval Álvarez, Juan Manuel Carrillo-de-Gea
Evaluation and Neuronal Network-Based Classification of the PHRs Privacy Policies. HICSS (2012)
José Luis Fernández Alemán, Chrisina Jayne, Ana Belén Sánchez García, Juan Manuel Carrillo-de-Gea, José Ambrosio Toval Álvarez
Knowledge Clustering Using a Neural Network in a Course on Medical-Surgical Nursing. EANN (2012)
Faiyaz Doctor, Chrisina Jayne, Rahat Iqbal
Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation. EANN (2012)
Chrisina Jayne, Andreas Lanitis, Chris Christodoulou
Automatic Landmark Location for Analysis of Cardiac MRI Images. EANN (2012)
José Luis Fernández Alemán, Chrisina Jayne, Ana Belén Sánchez García, Juan Manuel Carrillo-de-Gea, Ambrosio Toval
Neural network-based data analysis for medical-surgical nursing learning. EMBC (2012)
Dominic Palmer-Brown, Chrisina Jayne
Hypercube Neural Network Algorithm for Classification. EANN/AIAI (1) (2011)
Chrisina Jayne, Andreas Lanitis, Chris Christodoulou
Neural network methods for one-to-many multi-valued mapping problems. Neural Comput. Appl. 20 (6) (2011)
Dominic Palmer-Brown, Chrisina Jayne
Snap-drift neural network for self-organisation and sequence learning. Neural Networks 24 (8) (2011)
José Luis Fernández Alemán, Dominic Palmer-Brown, Chrisina Jayne
Effects of Response-Driven Feedback in Computer Science Learning. IEEE Trans. Educ. 54 (3) (2011)