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| Paper: |
The Application of Artificial Neural Networks to Stellar Classification |
| Volume: |
101, Astronomical Data Analysis Software and Systems V |
| Page: |
21 |
| Authors: |
Jones, Coryn A. L.; Irwin, Mike; von Hippel, Ted |
| Abstract: |
We are working on a project to automate the multi-parameter classification of stellar spectra using Principal Components Analysis (PCA) and Artificial Neural Networks. We present here the usefulness of PCA as a form of spectral data compression, and our results to date of classification on the MK system. |
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