Kernel estimation of density level sets, Journal of Multivariate Analysis, vol.97, issue.4, p.9991023, 2006. ,
DOI : 10.1016/j.jmva.2005.05.004
URL : https://hal.archives-ouvertes.fr/hal-00003898
A plug-in approach to support estimation, The Annals of Statistics, vol.25, issue.6, p.23002312, 1997. ,
DOI : 10.1214/aos/1030741073
Estimation of a Convex Density Contour in Two Dimensions, Journal of the American Statistical Association, vol.38, issue.397, 1987. ,
DOI : 10.1080/01621459.1987.10478428
Measuring mass concentrations and estimating density contour clustersan excess mass approach, The Annals of Statistics, vol.23, issue.3, p.855881, 1995. ,
DOI : 10.1214/aos/1176324626
URL : http://projecteuclid.org/download/pdf_1/euclid.aos/1176324626
On nonparametric estimation of density level sets, The Annals of Statistics, vol.25, issue.3, p.948969, 1997. ,
DOI : 10.1214/aos/1069362732
Granulometric smoothing, The Annals of, Statistics, vol.25, issue.6, p.22732299, 1997. ,
Excess mass estimates and tests for multimodality, Journal of American Statistical Society, vol.86, p.738746, 1991. ,
A graph-based estimator of the number of clusters, ESAIM: Probability and Statistics, vol.11, p.272280, 2007. ,
DOI : 10.1051/ps:2007019
URL : https://hal.archives-ouvertes.fr/hal-00455749
Cluster analysis: a further approach based on density estimation, Computational Statistics & Data Analysis, vol.36, issue.4, 2001. ,
DOI : 10.1016/S0167-9473(00)00052-9
Estimating the number of clusters, The Canadian Journal of Statistics, vol.28, issue.367382, 2000. ,
Expression proles of osteosarcoma that can predict response to chemotherapy, Cancer Research, pp.65-81428150, 2005. ,
The excess mass approach in statistics, Beiträge zur Statistik Nr, 1993. ,
Minimax optimal level-set estimation, IEEE Transactions on Image Processing, vol.16, issue.12, p.29652979, 2007. ,
Regression level set estimation via costsensitive classication, IEEE Transaction on Signal Processing, vol.55, p.27522757, 2007. ,
DOI : 10.1109/tsp.2007.893758
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.133.9705
Nonparametric Estimation of Regression Level Sets, Statistics, vol.18, issue.2, p.131160, 1997. ,
DOI : 10.1214/aos/1176345206
Estimation of regression contour clusters???an application of the excess mass approach to regression, Journal of Multivariate Analysis, vol.94, issue.2, p.227249, 2005. ,
DOI : 10.1016/j.jmva.2004.05.001
Théorie de l'Estimation Fonctionnelle, Ecole Nationale de la Statistique et de l, 1987. ,
Kernel estimation of regression functions, Th. Gasser et M. Rosenblatt, p.2368, 1979. ,
DOI : 10.1214/aoms/1177693050
Rodríguez-Casal, Plug-in estimation of general level sets, Australian and New Zealand Journal of Statistics, vol.48, issue.1, p.719, 2006. ,
-median of banach valued random variable, Statistics, vol.73, issue.4, 2001. ,
DOI : 10.1007/BF00535005
URL : https://hal.archives-ouvertes.fr/hal-01007992
Stability of Density-Based Clustering, Journal of Machine Learning, vol.13, p.905948, 2012. ,
Asymptotics and optimal bandwidth selection for highest density region estimation, The Annals of Statistics, vol.38, issue.3, p.1792, 2010. ,
DOI : 10.1214/09-AOS766
Measure Theory and Fine Properties of Functions, Studies in Advanced Mathematics, 2000. ,
The accuracy of the Gaussian approximation to the sum of independent variables, Transactions of the American Mathematical Society, vol.49, p.122136, 1941. ,