Constructing conjunctive tests for decision trees (1992) [9 citations — 6 self]
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by Zijian Zheng
Proceedings of the Fifth Australian Joint Conference on Artificial Intelligence, Singapore: World Scientific
ftp://ftp.cs.su.oz.au/zijian/ai92.ps.Z
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@INPROCEEDINGS{Zheng92constructingconjunctive,author = {Zijian Zheng},
title = {Constructing conjunctive tests for decision trees},
booktitle = {Proceedings of the Fifth Australian Joint Conference on Artificial Intelligence, Singapore: World Scientific},
year = {1992},
pages = {355--360}
}
Years of Citing Articles
Abstract:
ABSTRACT: This paper discusses an approach of constructing new attributes based on decision trees and production rules. It can improve the concepts learned in the form of decision trees by simplifying them and improving their predictive accuracy. In addition, this approach can distinguish relevant primitive attributes from irrelevant primitive attributes. 1.
Citations
| 2489 | Induction of Decision Trees – Quinlan - 1986 |
| 2438 | Classification and Regression Trees – Breiman, Friedman, et al. - 1984 |
| 191 | Boolean feature discovery in empirical learning – Pagallo, Haussler - 1990 |
| 125 | Generating production rules from decision trees – Quinlan - 1987 |
| 82 | Constructive Induction on Decision Trees – Matheus, Rendell - 1989 |
| 54 | Id2-of-3: Constructive induction of m-of-n concepts for discriminators in decision trees – Murphy, Pazzani - 1991 |
| 25 | Adaptive Decision Tree Algorithms for Learning From Examples – Pagallo - 1990 |
| 16 | A scheme for feature construction and a comparison of empirical methods – YANG, RENDELL, et al. - 1991 |
