Large margin classifiers to generate synthetic data for imbalanced datasets
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-020-01719-y.pdf
Reference43 articles.
1. Marsland S (2015) Machine learning: an algorithmic perspective. CRC press, Boca Raton
2. Murthy S K (1998) Automatic construction of decision trees from data: a multi-disciplinary survey. Data Min Knowl Discov 2(4):345–389
3. Rosenblatt F (1962) Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms. Spartan
4. Rumelhart D E, Hinton G E, Williams R J (1985) Learning internal representations by error propagation. Technical report, California Univ San Diego La Jolla Inst for Cognitive Science
5. Howlett RJ, Jain LC (2013) Radial basis function networks 2: new advances in design, vol 67. Physica
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