A Neighborhood Undersampling Stacked Ensemble (NUS-SE) in imbalanced classification

Author:

Seng Zian,Kareem Sameem Abdul,Varathan Kasturi Dewi

Funder

Universiti Malaya

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference92 articles.

1. A review of class imbalance problem;Abd Elrahman;Journal of Network and Innovative Computing,2013

2. KEEL data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework;Alcalá-Fdez;Journal of Multiple-Valued Logic and Soft Computing,2011

3. Can–Evo–Ens: Classifier stacking based evolutionary ensemble system for prediction of human breast cancer using amino acid sequences;Ali;Journal of Biomedical Informatics,2015

4. Classification with class imbalance problem: a review;Ali;International Journal of Soft Computing and Its Applications,2015

5. An experimental design to evaluate class imbalance treatment methods;Batista,2012

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