Date of Award
Master of Science (MS)
Timothy S. Newman
Coronal mass ejections--Data processing., Computer vision., Image processing., Neural networks (Computer science)
Three areas of research for information discovery in solar coronal mass ejections (CMEs) are presented. These include CME leading front detection, clustering approaches on CME catalog data, and neural network-based classication of CMEs into speed categories. In addition to describing explored methodologies, the experimental results and analyses are presented.
Suzuki, Jeren, "Information discovery in coronagraph images" (2020). Theses. 321.