Browsing Systems Design Engineering by Subject "Machine learning"
Now showing items 1-4 of 4
-
Cancer Classification in Human Brain and Prostate Using Raman Spectroscopy and Machine Learning
(University of Waterloo, 2017-09-27)Real-time assisted classification of cancerous and healthy human tissue is useful to surgeons since visual classification of cancer boundaries is almost impossible to the naked eye. Raman spectroscopy can be used to ... -
Evaluation of Wearable Sensors as an Older Adult Fall Risk Assessment Tool
(University of Waterloo, 2016-07-19)Falls are common in the geriatric population, with approximately one third of older adults falling each year. Falls can result in lasting physical and psychological consequences and cost approximately $20 billion per year ... -
Multivariate Time Series Data Causal Discovery
(University of Waterloo, 2021-10-05)One of the goals for Artificial Intelligence is to achieve human-like intelligence. To that end, several solutions were proposed over the decades, where causal structure discovery was proposed as a viable tool for enabling ... -
Studying CNN representations through activation dimensionality reduction and visualization
(University of Waterloo, 2021-10-01)The field of explainable artificial intelligence (XAI) aims to explain the decisions of DNNs. Complete DNN explanations accurately reflect the inner workings of the DNN while interpretable explanations are easy for humans ...