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SDM
2004
SIAM
162views Data Mining» more  SDM 2004»
13 years 9 months ago
Subspace Clustering of High Dimensional Data
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
Carlotta Domeniconi, Dimitris Papadopoulos, Dimitr...
EMMCVPR
2003
Springer
14 years 25 days ago
Asymptotic Characterization of Log-Likelihood Maximization Based Algorithms and Applications
The asymptotic distribution of estimates that are based on a sub-optimal search for the maximum of the log-likelihood function is considered. In particular, estimation schemes that...
Doron Blatt, Alfred O. Hero
CSDA
2007
131views more  CSDA 2007»
13 years 7 months ago
Bivariate density estimation using BV regularisation
In this paper we study the problem of bivariate density estimation. The aim is to find a density function with the smallest number of local extreme values which is adequate with ...
Andreas Obereder, Otmar Scherzer, Arne Kovac
ISBI
2007
IEEE
14 years 1 months ago
An Iterative Method for Registration of High-Resolution Cardiac Histoanatomical and Mri Images
Cardiac computational models of electrical conduction, mechanical activation, hemodynamics and metabolism require detailed information about the structural arrangement of function...
Tahier Mansoori, Gernot Plank, Rebecca Burton, J&u...
ISBI
2009
IEEE
14 years 2 months ago
Steerable Filters for Orientation Estimation and Localization of Fluorescent Dipoles
Fluorescence localization microscopy (i.e., PALM, STORM) has enabled optical imaging at nanometer-scale resolutions. The localization algorithms used in these techniques rely on ...
François Aguet, Stefan Geissbühler, Iw...