Reducing Data Volume in Instance Based Learning

Author:

Nicoletti Maria Do Carmo,Claudiano Luis Andre

Publisher

Springer International Publishing

Reference18 articles.

1. Aha, D.W., Kibler, D., Albert, M.K.: Instance-based learning algorithms. Mach. Learn. 6, 37–66 (1991)

2. Aha, D.W. (ed.): Lazy Learning. Springe, Dordrecht (2013)

3. Salama, K.A., Abdelbar, A.M., Helal, A.M., Freitas, A.A.: Instance-based classification with ant colony optimization. Intell. Data Anal. 21(4), 913–944 (2017)

4. Arroyo, J., Guijarro, M., Pajares, G.: An instance-based learning approach for thresholding in crop images under different outdoor conditions. Comput. Electron. Agric. 127, 669–679 (2017)

5. Marchiori, E.: Hit miss networks with applications to instance selection. J. Mach. Learn. Res. 9, 997–1017 (2008)

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