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Machine learning and data mining: strategies for hypothesis generation.
Oquendo MA, Baca-Garcia E, Artés-Rodríguez A, Perez-Cruz F, Galfalvy HC, Blasco-Fontecilla H, Madigan D, Duan N. Oquendo MA, et al. Mol Psychiatry. 2012 Oct;17(10):956-9. doi: 10.1038/mp.2011.173. Epub 2012 Jan 10. Mol Psychiatry. 2012. PMID: 22230882
Extended input space support vector machine.
Santiago-Mozos R, Perez-Cruz F, Artes-Rodriguez A. Santiago-Mozos R, et al. IEEE Trans Neural Netw. 2011 Jan;22(1):158-63. doi: 10.1109/TNN.2010.2090668. Epub 2010 Nov 18. IEEE Trans Neural Netw. 2011. PMID: 21095866
Empirical risk minimization for support vector classifiers.
Perez-Cruz F, Navia-Vazquez A, Figueiras-Vidal AR, Artes-Rodriguez A. Perez-Cruz F, et al. IEEE Trans Neural Netw. 2003;14(2):296-303. doi: 10.1109/TNN.2003.809399. IEEE Trans Neural Netw. 2003. PMID: 18238013
An automated screening system for tuberculosis.
Santiago-Mozos R, Pérez-Cruz F, Madden MG, Artés-Rodríguez A. Santiago-Mozos R, et al. IEEE J Biomed Health Inform. 2014 May;18(3):855-62. doi: 10.1109/JBHI.2013.2282874. Epub 2013 Oct 11. IEEE J Biomed Health Inform. 2014. PMID: 24132025
Infinite Factorial Unbounded-State Hidden Markov Model.
Valera I, Ruiz FJ, Perez-Cruz F. Valera I, et al. IEEE Trans Pattern Anal Mach Intell. 2016 Sep;38(9):1816-28. doi: 10.1109/TPAMI.2015.2498931. Epub 2015 Nov 9. IEEE Trans Pattern Anal Mach Intell. 2016. PMID: 26571511
Complex Gaussian Processes for Regression.
Boloix-Tortosa R, Murillo-Fuentes JJ, Payan-Somet FJ, Perez-Cruz F. Boloix-Tortosa R, et al. Among authors: perez cruz f. IEEE Trans Neural Netw Learn Syst. 2018 Nov;29(11):5499-5511. doi: 10.1109/TNNLS.2018.2805019. Epub 2018 Mar 6. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 29993617
27 results