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» Pattern-based decision tree construction
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GRC
2007
IEEE
15 years 1 months ago
A New Method for Constructing Decision Tree Based on Rough Set Theory
Longjun Huang, Minghe Huang, Bin Guo, Zhiming Zhua...
KDD
2000
ACM
106views Data Mining» more  KDD 2000»
15 years 1 months ago
Efficient algorithms for constructing decision trees with constraints
Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastog...
ICML
2003
IEEE
15 years 10 months ago
Boosting Lazy Decision Trees
This paper explores the problem of how to construct lazy decision tree ensembles. We present and empirically evaluate a relevancebased boosting-style algorithm that builds a lazy ...
Xiaoli Zhang Fern, Carla E. Brodley
95
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DATAMINE
2010
166views more  DATAMINE 2010»
14 years 9 months ago
Optimal constraint-based decision tree induction from itemset lattices
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
Siegfried Nijssen, Élisa Fromont