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ICDM
2010
IEEE
127views Data Mining» more  ICDM 2010»
15 years 3 months ago
Learning Markov Network Structure with Decision Trees
Traditional Markov network structure learning algorithms perform a search for globally useful features. However, these algorithms are often slow and prone to finding local optima d...
Daniel Lowd, Jesse Davis
ICDM
2010
IEEE
154views Data Mining» more  ICDM 2010»
15 years 3 months ago
Discrimination Aware Decision Tree Learning
Abstract--Recently, the following discrimination aware classification problem was introduced: given a labeled dataset and an attribute , find a classifier with high predictive accu...
Faisal Kamiran, Toon Calders, Mykola Pechenizkiy
SAC
2002
ACM
15 years 5 months ago
Decision tree classification of spatial data streams using Peano Count Trees
Many organizations have large quantities of spatial data collected in various application areas, including remote sensing, geographical information systems (GIS), astronomy, compu...
Qiang Ding, Qin Ding, William Perrizo
140
Voted
KDD
2009
ACM
177views Data Mining» more  KDD 2009»
15 years 10 months ago
Decision support and profit prediction for online auction sellers
Chia-Hui Chang, Jun-Hong Lin
129
Voted
KDD
2001
ACM
140views Data Mining» more  KDD 2001»
15 years 10 months ago
Advances in decision tree construction
Johannes Gehrke, Wei-Yin Loh