Sciweavers

191 search results - page 4 / 39
» Pattern-based decision tree construction
Sort
View
GRC
2007
IEEE
15 years 6 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 5 months ago
Efficient algorithms for constructing decision trees with constraints
Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastog...
129
Voted
ICML
2003
IEEE
16 years 3 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
DATAMINE
2010
166views more  DATAMINE 2010»
15 years 2 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