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Oversampling the Minority Class in the Feature Space.
Perez-Ortiz M, Gutierrez PA, Tino P, Hervas-Martinez C. Perez-Ortiz M, et al. Among authors: tino p. IEEE Trans Neural Netw Learn Syst. 2016 Sep;27(9):1947-61. doi: 10.1109/TNNLS.2015.2461436. Epub 2015 Aug 25. IEEE Trans Neural Netw Learn Syst. 2016. PMID: 26316222
The benefits of modeling slack variables in SVMs.
Tang F, Tiňo P, Gutiérrez PA, Chen H. Tang F, et al. Among authors: tino p. Neural Comput. 2015 Apr;27(4):954-81. doi: 10.1162/NECO_a_00714. Epub 2015 Mar 3. Neural Comput. 2015. PMID: 25734495
Learning in the model space for cognitive fault diagnosis.
Chen H, Tino P, Rodan A, Yao X. Chen H, et al. Among authors: tino p. IEEE Trans Neural Netw Learn Syst. 2014 Jan;25(1):124-36. doi: 10.1109/TNNLS.2013.2256797. IEEE Trans Neural Netw Learn Syst. 2014. PMID: 24806649
Incorporating privileged information through metric learning.
Fouad S, Tino P, Raychaudhury S, Schneider P. Fouad S, et al. Among authors: tino p. IEEE Trans Neural Netw Learn Syst. 2013 Jul;24(7):1086-98. doi: 10.1109/TNNLS.2013.2251470. IEEE Trans Neural Netw Learn Syst. 2013. PMID: 24808523
Probabilistic classification vector machines.
Chen H, Tino P, Yao X. Chen H, et al. Among authors: tino p. IEEE Trans Neural Netw. 2009 Jun;20(6):901-14. doi: 10.1109/TNN.2009.2014161. Epub 2009 Apr 24. IEEE Trans Neural Netw. 2009. PMID: 19398403
63 results