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Using machine learning methods to determine a typology of patients with HIV-HCV infection to be treated with antivirals.
Rivero-Juárez A, Guijo-Rubio D, Tellez F, Palacios R, Merino D, Macías J, Fernández JC, Gutiérrez PA, Rivero A, Hervás-Martínez C. Rivero-Juárez A, et al. Among authors: gutierrez pa. PLoS One. 2020 Jan 10;15(1):e0227188. doi: 10.1371/journal.pone.0227188. eCollection 2020. PLoS One. 2020. PMID: 31923277 Free PMC article. Clinical Trial.
Exploitation of pairwise class distances for ordinal classification.
Sánchez-Monedero J, Gutiérrez PA, Tiňo P, Hervás-Martínez C. Sánchez-Monedero J, et al. Among authors: gutierrez pa. Neural Comput. 2013 Sep;25(9):2450-85. doi: 10.1162/NECO_a_00478. Epub 2013 May 10. Neural Comput. 2013. PMID: 23663143
Projection-based ensemble learning for ordinal regression.
Pérez-Ortiz M, Gutiérrez PA, Hervás-Martínez C. Pérez-Ortiz M, et al. Among authors: gutierrez pa. IEEE Trans Cybern. 2014 May;44(5):681-94. doi: 10.1109/TCYB.2013.2266336. Epub 2013 Jun 27. IEEE Trans Cybern. 2014. PMID: 23807481
Negative correlation ensemble learning for ordinal regression.
Fernández-Navarro F, Gutiérrez PA, Hervás-Martínez C, Yao X. Fernández-Navarro F, et al. Among authors: gutierrez pa. IEEE Trans Neural Netw Learn Syst. 2013 Nov;24(11):1836-49. doi: 10.1109/TNNLS.2013.2268279. IEEE Trans Neural Netw Learn Syst. 2013. PMID: 24808616
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: gutierrez pa. 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
47 results