A lagrangian-based approach for universum twin bounded support vector machine with its applications

Author:

Moosaei HosseinORCID,Hladík Milan

Funder

Univerzita Karlova v Praze

Grantová Agentura České Republiky

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Artificial Intelligence

Reference53 articles.

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2. Bai, X., Cherkassky, V.: Gender classification of human faces using inference through contradictions. In: 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence), pp. 746?750. IEEE (2008)

3. Bazikar, F., Ketabchi, S., Moosaei, H.: DC Programming and DCA for parametric-margin ν-support vector machine. Appl. Intell. 50(6), 1763–1774 (2020)

4. Cai, Y.D., Ricardo, P.W., Jen, C.H., Chou, K.C.: Application of SVM to predict membrane protein types. J. Theor. Biol. 226(4), 373–376 (2004)

5. Chapelle, O., Agarwal, A., Sinz, F., Schölkopf, B.: An analysis of inference with the universum. Advances in Neural Information Processing Systems 20, 1369–1376 (2007)

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