Machine learning papers (1997 and earlier)
- Decision
Trees for Automated Identification of Cosmic Ray Hits in Hubble Space
Telescope Images. S.L. 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)
- On
Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach.
S.L. Salzberg. Data Mining and Knowledge Discovery 1:3 (1997),
317-327.
- 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). Four figures in obsolete postscript
format may not print - here are scanned versions in jpg: Figure1 Figure2 Figure3 Figure7.
- Best-Case
Results for Nearest-Neighbor Learning. S.L. Salzberg, A.L.
Delcher, D. Heath, and S. Kasif.IEEE Transactions on Pattern
Analysis
and Machine Intelligence17:6, June 1995, 599-608. (Earlier version,
"Learning with a Helpful Teacher," appeared in the IJCAI-91
proceedings.)
