Evolutionary under-sampling based bagging ensemble method for imbalanced data classification
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science,Theoretical Computer Science
Link
http://link.springer.com/article/10.1007/s11704-016-5306-z/fulltext.html
Reference58 articles.
1. Banfield R E, Hall L O, Bowyer K W, Kegelmeyer WP. A comparison of decision tree ensemble creation techniques. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007, 29(1): 173–180
2. Donate J P, Cortez P, Sanchez G G, Miguel A S. Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble. Neurocomputing, 2013, 109(1): 27–32
3. Niu D X, Wang Y L, Wu D D. Power load forecasting using support vector machine and ant colony optimization. Expert Systems with Applications, 2010, 37(3): 2531–2539
4. Rutkowski L, Jaworski M, Pietruczuk L, Duda P. The CART decision tree for mining data streams. Information Sciences, 2014, 266: 1–15
5. Bar-Hen A, Gey S, Poggi J M. Influence measures for CART classification trees. Journal of Classification, 2015, 32(1): 21–45
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