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Full-Text Articles in Medicine and Health Sciences
Realtime Event Detection In Sports Sensor Data With Machine Learning, Mallory Cashman
Realtime Event Detection In Sports Sensor Data With Machine Learning, Mallory Cashman
Honors Theses and Capstones
Machine learning models can be trained to classify time series based sports motion data, without reliance on assumptions about the capabilities of the users or sensors. This can be applied to predict the count of occurrences of an event in a time period. The experiment for this research uses lacrosse data, collected in partnership with SPAITR - a UNH undergraduate startup developing motion tracking devices for lacrosse. Decision Tree and Support Vector Machine (SVM) models are trained and perform with high success rates. These models improve upon previous work in human motion event detection and can be used a reference …
Privacy Paradox: The Impact A Health Crisis Has On Individual Views Regarding Privacy And Data Collection, Jessica B. Walsh
Privacy Paradox: The Impact A Health Crisis Has On Individual Views Regarding Privacy And Data Collection, Jessica B. Walsh
Honors Theses and Capstones
No abstract provided.