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DM
2006
70views more  DM 2006»
14 years 9 months ago
Improving probability bounds by optimization over subsets
The simple device of maximization over subsets of events can provide substantial improvement over the Dawson
Fred M. Hoppe
ICASSP
2011
IEEE
14 years 1 months ago
A combinatorial optimization framework for subset selection in distributed multiple-radar architectures
Abstract—Widely distributed multiple radar architectures offer parameter estimation improvement for target localization. For a large number of radars, the achievable localization...
Hana Godrich, Athina P. Petropulu, H. Vincent Poor
BMCBI
2008
135views more  BMCBI 2008»
14 years 9 months ago
Identification of a small optimal subset of CpG sites as bio-markers from high-throughput DNA methylation profiles
Background: DNA methylation patterns have been shown to significantly correlate with different tissue types and disease states. High-throughput methylation arrays enable large-sca...
Hailong Meng, Edward Lenn Murrelle, Guoya Li
PAMI
2010
185views more  PAMI 2010»
14 years 7 months ago
Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality
—Stability (robustness) of feature selection methods is a topic of recent interest, yet often neglected importance, with direct impact on the reliability of machine learning syst...
Petr Somol, Jana Novovicová
SAC
2004
ACM
15 years 2 months ago
Optimizing subset queries: a step towards SQL-based inductive databases for itemsets
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Cyrille Masson, Céline Robardet, Jean-Fran&...