Ana Karina Fermin Rodiguez - Research

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Advanced course

  1. Ana Fermin, Erwan Le Pennec Statistical Learning vs Machine Learning in Classification Mini cours at CIMFAV, Chile. (Slides)

  2. Ana Fermin Support Vector Machine (SVM) and Kernel Methods for Text Classification Doctoral cours Modal'X (Transparents)

Preprints

  1. Yann Demichel, Ana Karina Fermin, Philippe Soulier. The diameter of a random elliptical cloud (Preprint) (2014)

  2. Ana Karina Fermin, Carenne Ludeña. Probability bounds for active learning in the regression problem (Preprint) (2012)

Articles

  1. Lavielle M., Samson A., Fermin A.K., Mentré F. Maximum likelihood estimation of long term HIV dynamic models and antiviral response. Biometrics, vol. 67, pp. 250-259, (Article) (2011).

  2. Ana Fermin and Carenne Ludeña. A statistical view of iterative methods for linear inverse problems. TEST, Article (2006).

  3. A. Fermin, J-M. Loubes and C. Ludeña. Bayesian methods for a particular inverse problem : seismic tomography. International Journal of Tomography and Statistics (IJTS), Vol. 4 , pp. 1-19, Article (2006).

  4. A.K. Fermín-Rodriguez, J.M. Guevara-Jórdan and R. González-Requena. Aplicaciones del método de Green para modelaje de pozos horizontales en yacimientos petrolíferos. Acta Científica Venezolana, Vol. 52(2), pp. 16-18, (2001).

Proceedings :

  1. Jean-Michel Loubes, Ana Fermin and Carenne Lude na. Model selection for ill-posed inverse problems. Proceedings of Oberwolfach. Report No 47, pp. 59-63, (2006).

  2. A. Fermin, C. Ludena and H. Klie. Bayesian techniques for solving reflection tomography. Proceedings : IXth Geophysics Venezuelan Congress (SOGV), paper No 16573, (2002).

  3. Guevara J-M, González R., Fermin A.K. A new approach for modelling horizontal well singularities in petroleum engineering. Society of Petroleum Engineers (SPE), paper No 51924, U.S.A., (1999).

Books :

  1. Fermín A.K., González R. and Guevara J.M. Nueva propuesta para el modelaje de singularidades de pozos horizontales . Serie de Investigación y Desarrollo del Postgrado de Matemáticas de la UCV, ISBN 980-00-1445-4, (1998).