James Bailey

Understanding adversarial attacks on deep learning based medical image analysis systems

X Ma, Y Niu, L Gu, Y Wang, Y Zhao, J Bailey, F Lu

Journal article  |  2021  |  Pattern Recognition

Deep neural networks (DNNs) have become popular for medical image analysis tasks like cancer diagnosis and lesion detection. Howev..

Patient-Related Risk Factors for Unplanned 30-Day Hospital Readmission Following Primary and Revision Total Knee Arthroplasty: A Systematic Review and Meta-Analysis

Daniel Gould, Michelle M Dowsey, Tim Spelman, Olivia Jo, Wassif Kabir, Jason Trieu, James Bailey, Samantha Bunzli, Peter Choong

Journal article  |  2021  |  Journal of Clinical Medicine

Total knee arthroplasty (TKA) is a highly effective procedure for advanced osteoarthritis of the knee. Thirty-day hospital readmis..

Closed-Loop Control for Fluid Resuscitation: Recent Advances and Future Challenges.

Behnood Gholami, Wassim M Haddad, James M Bailey, William W Muir

Journal article  |  2021  |  Frontiers in Veterinary Science

Fluid therapy is extensively used to treat traumatized patients as well as patients during surgery. The fluid therapy process is c..

High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence

Laurent Amsaleg, James Bailey, Amdeie Barbe, Sarah M Erfani, Teddy Furon, Michael E Houle, Milos Radovanovic, Vinh Nguyen Xuan

Journal article  |  2021  |  IEEE Transactions on Information Forensics and Security

Improving Single and Multi-View Blockmodelling by Algebraic Simplification

R Ramteke, PJ Stuckey, J Chan, K Ramamohanarao, J Bailey, C Leckie, E Demirovic

Conference Proceedings  |  2020  |  2020 International Joint Conference on Neural Networks (IJCNN)

Blockmodelling is an important technique in social network analysis for discovering the latent structures and groupings in graphs...

PRESS: A personalised approach for mining top-k groups of objects with subspace similarity

Tahrima Hashem, Lida Rashidi, Lars Kulik, James Bailey

Journal article  |  2020  |  Data & Knowledge Engineering

Personalised analytics is a powerful technology that can be used to improve the career, lifestyle, and health of individuals by pr..

Early identification of an impending rockslide location via a spatially-aided Gaussian mixture model

Shuo Zhou, Howard Bondell, Antoinette Tordesillas, Benjamin IP Rubinstein, James Bailey

Journal article  |  2020  |  The Annals of Applied Statistics

Movement of soil and rocks in an unstable slope under gravitational forces is an example of a complex system that is highly dynami..

Prediction of students' assessment readiness in online learning environments: The sequence matters

D Malekian, J Bailey, G Kennedy

Conference Proceedings  |  2020  |  Proceedings of the Tenth International Conference on Learning Analytics & Knowledge

Online learning environments are now pervasive in higher education. While not exclusively the case, in these environments, there i..

Exploring the usage of thermal imaging for understanding video lecture designs and students' experiences

N Srivastava, S Nawaz, JM Lodge, E Velloso, S Erfani, J Bailey

Conference Proceedings  |  2020  |  LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge

Video is becoming a dominant medium for the delivery of educational material. Despite the widespread use of video for learning, th..

Profit optimization for splitting and sampling based resource management in big data analytics-as-a-service platforms in cloud computing environments

Y Zhao, A Vasilakos, J Bailey, R Sinnott

Conference Proceedings  |  2020  |  2019 15th International Conference on eScience (eScience)

Exploring optimal big data analytics solutions to benefit various domains in decision making and problem solving becomes an ever-i..