The format of the tech reports ID number is TR-CS-YYYY-NN, where YYYY is the four digit year and NN is the number, including leading zeroes. For the first tech report of 2004, the search would be "TR-CS-2004-01".
This searches only by ID. If you'd like, you can also search by researcher or search by keyword
Found 1 result.
Listing from newest to oldest
TR-CS-2003-17
Model-Combining by Conditioning Rule Sets:
Improving on a Signal Classifier for NASA
Kshanti K. Greene, George F. Luger, and Edouard Siregar
We present a methodology for signal classification for NASA's autonomous space systems. Individual "models," described as sets of classifier rules, are used to interpret input signals. The input signals are ubiquitous in nature and frequently occur in space phenomena. Our model-combining method scores rule sets generated from multiple training sets on their ability to classify input signals. High scoring rule sets represent the input signals better and have more weight when classifying subsequent input signals. Our model-combining method doubled classification accuracy compared to classifying without the model-combining method.
News & Events | People | Academics | Research | Jobs | Companies | Visitors | Computer Facilities | Home
