Browsing by Subject "Mean squared error"
Now showing items 1-3 of 3
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Article
Multivariate Density Estimation with General Flat-Top Kernels of Infinite Order
(1999)The problem of nonparametric estimation of a multivariate density function is addressed. In particular, a general class of estimators with favorable asymptotic performance (bias, variance, rate of convergence) is proposed. ...
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Article
On flat-top kernel spectral density estimators for homogeneous random fields
(1996)The problem of nonparametric estimation of the spectral density function of a partially observed homogeneous random field is addressed. In particular, a class of estimators with favorable asymptotic performance (bias, ...
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Conference Object
Variable target values neural network for dealing with extremely imbalanced datasets
(Springer Verlag, 2016)An original classification algorithm is proposed for dealing with extremely imbalanced datasets that often appear in biomedical problems. Its originality comes from the way a neural network is trained in order to get a ...