Perez-Cruz F - Search Results

1

Economic complexity unfolded: Interpretable model for the productive structure of economies.

Utkovski Z, Pradier MF, Stojkoski V, Perez-Cruz F, Kocarev L. Utkovski Z, et al. Among authors: perez cruz f. PLoS One. 2018 Aug 7;13(8):e0200822. doi: 10.1371/journal.pone.0200822. eCollection 2018. PLoS One. 2018. PMID: 30086166 Free PMC article.

2

Case-control Indian buffet process identifies biomarkers of response to Codrituzumab.

Pradier MF, Reis B, Jukofsky L, Milletti F, Ohtomo T, Perez-Cruz F, Puig O. Pradier MF, et al. Among authors: perez cruz f. BMC Cancer. 2019 Mar 28;19(1):278. doi: 10.1186/s12885-019-5472-0. BMC Cancer. 2019. PMID: 30922327 Free PMC article. Clinical Trial.

3

Prior Design for Dependent Dirichlet Processes: An Application to Marathon Modeling.

F Pradier M, J R Ruiz F, Perez-Cruz F. F Pradier M, et al. Among authors: perez cruz f. PLoS One. 2016 Jan 28;11(1):e0147402. doi: 10.1371/journal.pone.0147402. eCollection 2016. PLoS One. 2016. PMID: 26821155 Free PMC article.

4

Weighted least squares training of support vector classifiers leading to compact and adaptive schemes.

Navia-Vázquez A, Pérez-Cruz F, Artés-Rodríguez A, Figueiras-Vidal AR. Navia-Vázquez A, et al. IEEE Trans Neural Netw. 2001;12(5):1047-59. doi: 10.1109/72.950134. IEEE Trans Neural Netw. 2001. PMID: 18249932

5

Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis.

Valera I, Ruiz FJ, Olmos PM, Blanco C, Perez-Cruz F. Valera I, et al. Neural Comput. 2016 Feb;28(2):354-81. doi: 10.1162/NECO_a_00805. Epub 2015 Dec 14. Neural Comput. 2016. PMID: 26654208

6

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

7

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

8

Convergence of the IRWLS Procedure to the Support Vector Machine Solution.

Pérez-Cruz F, Bousoño-Calzón C, Artés-Rodríguez A. Pérez-Cruz F, et al. Neural Comput. 2005 Jan;17(1):7-18. doi: 10.1162/0899766052530875. Neural Comput. 2005. PMID: 15779160

9

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

10

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

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