Data mining trauma injury data using C5.0 and logistic regression to determine factors associated with death. (2009)
Journal Article
Chesney, T., Penny, K. I., Chesney, D., Oakley, P., Viglas, S., Templeton, J., & Maffulli, N. (2009). Data mining trauma injury data using C5.0 and logistic regression to determine factors associated with death. International Journal of Healthcare Technology and Management, 10, 16-26. https://doi.org/10.1504/IJHTM.2009.023725

Trauma injury data collected over 10 years at a UK hospital are analysed. The data include injury details such as patient age and gender, the mechanism of injury, various measures of injury severity, management interventions, and treatment outcome. L... Read More about Data mining trauma injury data using C5.0 and logistic regression to determine factors associated with death..

Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab (2009)
Presentation / Conference Contribution
Rubio, G., Guillen, A., Pomares, H., Rojas, I., Paechter, B., Glosekotter, P., & Torres-Ceballos, C. I. (2009, June). Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab. Presented at 2009 International Conference on High Performance Computing & Simulation

The kernel weighted k-nearest neighbours (KWKNN) algorithm is an efficient kernel regression method that achieves competitive results with lower computational complexity than Least-Squares Support Vector Machines and Gaussian Processes. This paper pr... Read More about Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab.

A Statistical Analysis of Road Traffic Accidents and Casualties in Bangladesh. (2009)
Thesis
Sheikh, M. A Statistical Analysis of Road Traffic Accidents and Casualties in Bangladesh. (Thesis). Napier University. http://researchrepository.napier.ac.uk/id/eprint/2753

A statistical analysis was conducted for road traffic accidents and associated casualties in Bangladesh. This was undertaken in order to assist the policy-makers to take appropriate steps to be reduced the road traffic accidents and the associated ca... Read More about A Statistical Analysis of Road Traffic Accidents and Casualties in Bangladesh..