Out-of-Bag Estimation of the Optimal Hyperparameter in SubBag Ensemble Method

Taxonomy for characterizing ensemble methods in classification tasks: A review and annotated bibliography

(2009) Lior Rokach   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Out-of-bag estimation of the optimal sample size in bagging

(2009) Gonzalo Martínez-Muñoz et al.   PATTERN RECOGNITION

New Bootstrap Applications in Supervised Learning

(2008) Getulio Jose Amorim Amaral et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Using Boosting to prune Double-Bagging ensembles

(2008) Chun-Xia Zhang et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A novel method for constructing ensemble classifiers

(2008) Chun-Xia Zhang et al.   STATISTICS AND COMPUTING

An ensemble based data fusion approach for early diagnosis of Alzheimer’s disease

(2006) Robi Polikar et al.   Information Fusion