Geostatistics, Modeling Spatial Uncertainty, 1999. ,
Elements of Information Theory, 1991. ,
An active testing model for tracking roads in satellite images, Institut National de Recherche en Informatique et en Automatique (INRIA), 1995. ,
DOI : 10.1109/34.476006
URL : https://hal.archives-ouvertes.fr/inria-00073935
Global Optimization of Stochastic Black-Box Systems via Sequential Kriging Meta-Models, Journal of Global Optimization, vol.25, issue.1, pp.441-466, 2006. ,
DOI : 10.1007/s10898-005-2454-3
A taxonomy of global optimization methods based on response surfaces, Journal of Global Optimization, vol.21, issue.4, pp.345-383, 2001. ,
DOI : 10.1023/A:1012771025575
Efficient global optimization of expensive black-box functions, Journal of Global Optimization, vol.13, issue.4, pp.455-492, 1998. ,
DOI : 10.1023/A:1008306431147
Principles of geostatistics, Economic Geology, vol.58, issue.8, pp.1246-1266, 1963. ,
DOI : 10.2113/gsecongeo.58.8.1246
Learning with Kernels, 1998. ,
Interpolation of Spatial Data: Some Theory for Kriging, 1999. ,
DOI : 10.1007/978-1-4612-1494-6
Modélisation comportementale de systèmes nonlinéaires multivariables par méthodes à noyaux et application, 2005. ,
Gradientbased IAGO strategy for the global optimization of expensive-toevaluate functions and application to intake-port design. Accepted for the conference on Advances in Global Optimization: Theory and Applications, 2007. ,
An informational approach to the global optimization of expensive-to-evaluate functions, Journal of Global Optimization, vol.10, issue.5, 2006. ,
DOI : 10.1007/s10898-008-9354-2
URL : https://hal.archives-ouvertes.fr/hal-00354262
Support vector machines, reproducing kernel Hilbert spaces, and randomized GACV, Advances in Kernel Methods -Support Vector Learning, pp.69-87, 1998. ,
Identification of Parametric Models from Experimental Data, 1997. ,