Web24 Sep 2024 · Chrisina Jayne Professor Eyad Elyan [email protected] Professor Abstract Significant progress has been made in the area of text classification and natural language processing. However, like many other datasets from across different domains, text-based datasets may suffer from class-imbalance. WebShe is currently Head of the School of Computing and Digital Media at Robert Gordon University, Scotland. Her research includes developing and applying neural network …

Class-decomposition and augmentation for imbalanced data

Web6 Sep 2024 · Chrisina Jayne. Digital Innovation, Teesside University, Middlesbrough, UK. View editor publications. You can also search for this editor in PubMed Google Scholar. … WebAU - Jayne, Chrisina. AU - Elyan, Eyad. PY - 2024/4/10. Y1 - 2024/4/10. N2 - Significant progress has been made in the area oftext classification and natural language processing. However, likemany other datasets from across different domains, text-baseddatasets may suffer from class-imbalance. This problem leadsto model’s bias toward the ... body shop el cajon california

Multiple Fake Classes GAN for Data Augmentation in Face Image …

WebChrisina Jayne Professor, Dean of School at Teesside University Middlesbrough, England, United Kingdom 892 followers 500+ connections Join to view profile Teesside University … WebStaff search. Search. Clear. Advanced. University of Strathclyde +44 (0)141 552 4400 16 Richmond Street. Glasgow, G1 1XQ. Scotland. WebAU - Jayne, Chrisina. N1 - The full text of this item is not available from the repository. PY - 2014/6/10. Y1 - 2014/6/10. N2 - This paper evaluates the performance of a number of novel extensions of the hyperbox neural network algorithm, a method which uses different modes of learning for supervised classification problems. body shop elgin