References to papers using the OC1 Decision Tree System
- The original OC1 paper is A System for Induction
of Oblique Decision Trees by S.K. Murthy, S. Kasif, and
S. Salzberg. Journal of Artificial Intelligence Research 2:1
(1994), 1-32. (475K, PostScript). It is also available from the
Journal of Artificial Intelligence Research directly, through their web
site.
-
Locating Protein Coding Regions in Human DNA using a Decision Tree
Algorithm. Journal of Computational Biology,
2:3 (1995), 473-485. (590K, PostScript compressed with gzip)
This paper uses OC1 to show how decision trees can be used for
an important problem from computational molecular biology.
-
Decision Trees for Automated Identification of Cosmic Ray Hits in
Hubble Space Telescope Images. by S. Salzberg, R. Chandar,
H. Ford, S. Murthy, and R. White. Publications of the Astronomical
Society of the Pacific 107, May 1995, 1-10. (460K, compressed
Postscript) This paper shows how decision trees produced by OC1
can produce remarkably accurate classifiers for images from the
Hubble Space Telescope.
- The OC1 decision tree system source code is available here.