Learning Rough Set Based Classifiers Using Boolean Kernels

Author:

Nguyen Hung SonORCID,Nguyen Sinh HoaORCID

Publisher

Springer International Publishing

Reference19 articles.

1. Asharaf, S., Shevade, S.K., Murty, N.M.: Rough support vector clustering. Pattern Recogn. 38(10), 1779–1783 (2005)

2. Bazan, J.: A comparison of dynamic and non-dynamic rough set methods for extracting laws from decision tables. In: Polkowski, L., Skowron, A. (eds.) Rough Sets in Knowledge Discovery 1: Methodology and Applications, Studies in Fuzziness and Soft Computing, vol. 18, pp. 321–365. Springer, Heidelberg (1998)

3. Chen, H.L., Yang, B., Liu, J., Liu, D.Y.: A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis. Expert Syst. Appl. 38(7), 9014–9022 (2011)

4. Clark, P., Niblett, T.: The CN2 induction algorithm. Mach. Learn. 3(4), 261–283 (1989)

5. Feng, H., Liu, B., Cheng, Y., Li, P., Yang, B., Chen, Y.: Using rough set to reduce SVM classifier complexity and its use in SARS data set. In: KES (3), pp. 575–580 (2005)

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