Decision Trees

Known as: Decision Tree, Tree, Decision, Trees, Decision 
A graphic device used in decision analysis, series of decision options are represented as branches (hierarchical).
National Institutes of Health

Papers overview

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Highly Cited
2011
Highly Cited
2011
Efficient criteria to select fuzzy expanded attributes are important for generation fuzzy decision trees (FDTs). Given a fuzzy… (More)
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Highly Cited
2004
Highly Cited
2004
Storing and using specific instances improves the performance of several supervised learning algorithms. These include algorithms… (More)
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Highly Cited
2002
Highly Cited
2002
Function approximation is viewed from the perspective of numerical optimization in function space, rather than parameter space. A… (More)
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Highly Cited
1998
Highly Cited
1998
Decision trees are one of the most popular choices for learning and reasoning from feature-based examples. They have undergone a… (More)
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Highly Cited
1998
Highly Cited
1998
We describe several improvements to Freund and Schapire’s AdaBoost boosting algorithm, particularly in a setting in which… (More)
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Highly Cited
1997
Highly Cited
1997
Many interesting computational problems can be reformulated in terms of decision trees. A natural classical algorithm is to then… (More)
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Highly Cited
1993
Highly Cited
1993
 
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Highly Cited
1989
Highly Cited
1989
This article presents an incremental algorithm for inducing decision trees equivalent to those formed by Quinlan's nonincremental… (More)
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Highly Cited
1986
Highly Cited
1983
Highly Cited
1983
A topological method is given for obtaining lower bounds for the height of algebraic computation trees, and algebraic decision… (More)
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