Genetic Algorithm-Based Oversampling Technique to Learn from Imbalanced Data
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Publisher
Springer Singapore
Link
http://link.springer.com/content/pdf/10.1007/978-981-13-1592-3_30
Reference23 articles.
1. He, H., Garcia, E.A.: Learning from imbalanced data. IEEE Trans. Knowl. Data Eng. 21(9), 1263–1284 (2009)
2. Barandela, R., Sánchez, J.S., Garcıa, V., Rangel, E.: Strategies for learning in class imbalance problems. Pattern Recogn. 36(3), 849–851 (2003)
3. Aly, M.: Survey on multiclass classification methods. Neural Netw. 19, 1–9 (2005)
4. Liu, X.Y., Wu, J., Zhou, Z.H.: Exploratory undersampling for class-imbalance learning. IEEE Trans. Syst. Man Cybern. Part B (Cybern.) 39(2), 539–550 (2009)
5. Li, J., Fong, S., Wong, R.K., Chu, V.W.: Adaptive multi-objective swarm fusion for imbalanced data classification. Inf. Fusion (2017)
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