Data mining refers to non-trivial extraction of implicit, previously unknown, and potentially useful information from data. In this project, the intern will apply data mining techniques to agro-meteorological data provided by Manitoba Agriculture, Food and Rural Initiatives (MAFRI). Specifically, he plans to develop mathematical solutions to analyze both current and historic weather data as well as related information such as crop yields, soil inventories, and crop management practices.
Existing screening techniques for detecting breast cancer like X-ray Mammography, Magnetic Resonance Imaging (MRI), and Computer Assisted Tomography (CT) have some drawbacks, such as the inability to detect cancer at early stage, over sensitivity or requirement of breast compression. A new approach that has the potential to overcome these shortcomings is Ultra Wide Band (UWB) microwave imaging. This imaging method is based on solving Maxwell’s equation to determine dielectric properties profile with known electric field measured by antennas surrounding the breast.
This research involves mathematical analysis of the recorded brain electrical signals in epilepsy patients with the aim of developing a seizure prediction and classification system. The seizure is an abnormal activity of the brain cells that requires immediate medical attention. The process of recording brain signals is performed for clinical and diagnosis purposes by the medical staff while the intern will be responsible for analysis of the recorded signals to design a predication algorithm and he will not be involved in data recording.
Several vehicle component modules will be developed as part of this project to validate if the proposed approach can be used to develop a comprehensive vehicle simulator that can meet expected design criteria. The proof-of-concept simulator will be developed to be able to address all requirements. Furthermore, the proposed vehicle simulator libraries will be developed to enable the use of the simulator to model various vehicle configurations, including plug-in hybrid in parallel configuration.