427 search results - page 2 / 86 » Density Estimation: Nonparametric Techniques |
JMLR
2011
13 years 18 days ago
2011
Following Hartigan (1975), a cluster is defined as a connected component of the t-level set of the underlying density, that is, the set of points for which the density is greater...
ICANN
2007
Springer
13 years 7 months ago
2007
Springer
Abstract. A procedure to estimate the parameters of GARCH processes with non-parametric innovations is proposed. We also design an improved technique to estimate the density of hea...
SSDBM
2006
IEEE
13 years 11 months ago
2006
IEEE
A variety of real-world applications requires a meaningful online analysis of transient data streams. An important building block of many analysis tasks is the characterization of...
ICASSP
2008
IEEE
14 years 2 days ago
2008
IEEE
Robust model fitting plays an important role in many computer vision applications. In this paper, we propose a new robust estimator — Maximum Kernel Density Estimator (MKDE) bas...
ICIAR
2004
Springer
13 years 11 months ago
2004
Springer
In this paper the problem of nonparametric impulsive noise removal in multichannel images is addressed. The proposed filter class is based on the nonparametric estimation of the d...