A Modified Back-Propagation Algorithm to Deal with Severe Two-Class Imbalance Problems on Neural Networks
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Publisher
Springer Berlin Heidelberg
Link
http://link.springer.com/content/pdf/10.1007/978-3-642-31149-9_27.pdf
Reference13 articles.
1. Anand, R., Mehrotra, K., Mohan, C., Ranka, S.: An improved algorithm for neural network classification of imbalanced training sets. IEEE Transactions on Neural Networks 4, 962–969 (1993)
2. Ramanan, S., Clarkson, T., Taylor, J.: Adaptive algorithm for training pram neural networks on unbalanced data sets. Electronics Letters 34(13), 1335–1336 (1998)
3. Zhou, Z.H., Liu, X.Y.: Training cost-sensitive neural networks with methods addressing the class imbalance problem. IEEE Transactions on Knowledge and Data Engineering 18, 63–77 (2006)
4. Bruzzone, L., Serpico, S.: Classification of imbalanced remote-sensing data by neural networks. Pattern Recognition Letters 18, 1323–1328 (1997)
5. Lecture Notes in Computer Science;S. Lawrence,1998
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