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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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Review
2019
Review
2019
BACKGROUND This paper aims to synthesise the literature on machine learning (ML) and big data applications for mental health… Expand
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Review
2019
Review
2019
Landslides represent a part of the cascade of geological hazards in a wide range of geo-environments. In this study, we aim to… Expand
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Review
2017
Review
2017
Over the last few decades, life expectancy has increased significantly. However, elderly people who live on their own often need… Expand
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Highly Cited
2004
Highly Cited
2004
  • P. Utgoff
  • Machine Learning
  • 2004
  • Corpus ID: 5293072
This article presents an incremental algorithm for inducing decision trees equivalent to those formed by Quinlan's nonincremental… Expand
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Highly Cited
2001
Highly Cited
2001
Function estimation/approximation is viewed from the perspective of numerical optimization in function space, rather than… Expand
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Highly Cited
1998
Highly Cited
1998
Many interesting computational problems can be reformulated in terms of decision trees. A natural classical algorithm is to then… Expand
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Highly Cited
1998
Highly Cited
1998
  • C. Janikow
  • IEEE Trans. Syst. Man Cybern. Part B
  • 1998
  • Corpus ID: 2577867
Decision trees are one of the most popular choices for learning and reasoning from feature-based examples. They have undergone a… Expand
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Highly Cited
1994
Highly Cited
1994
This article describes a new system for induction of oblique decision trees. This system, OC1, combines deterministic hill… Expand
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Highly Cited
1986
Highly Cited
1986
 
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Review
1978
Review
1978
Summary Safety evaluation is caught in a frustrating circle. It is neither possible nor sensible to try to obtain the information… Expand
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