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» Weighted Decisions in a Fuzzy Random Forest
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EUSFLAT
2009
145views Fuzzy Logic» more  EUSFLAT 2009»
13 years 2 months ago
Weighted Decisions in a Fuzzy Random Forest
Piero P. Bonissone, José Manuel Cadenas, M....
IJAR
2010
189views more  IJAR 2010»
13 years 3 months ago
A fuzzy random forest
Following Breiman’s methodology, we propose a multi-classifier based on a “forest” of randomly generated fuzzy decision trees, i.e., a Fuzzy Random Forest. This approach co...
Piero P. Bonissone, José Manuel Cadenas, M....
ICIP
2010
IEEE
13 years 2 months ago
Building Emerging Pattern (EP) Random forest for recognition
The Random forest classifier comes to be the working horse for visual recognition community. It predicts the class label of an input data by aggregating the votes of multiple tree...
Liang Wang, Yizhou Wang, Debin Zhao
ICDM
2009
IEEE
124views Data Mining» more  ICDM 2009»
13 years 11 months ago
Rule Ensembles for Multi-target Regression
—Methods for learning decision rules are being successfully applied to many problem domains, especially where understanding and interpretation of the learned model is necessary. ...
Timo Aho, Bernard Zenko, Saso Dzeroski