21 search results - page 1 / 5 » Maximum Likelihood Estimation of Intrinsic Dimension |
NIPS
2004
13 years 6 months ago
2004
We propose a new method for estimating intrinsic dimension of a dataset derived by applying the principle of maximum likelihood to the distances between close neighbors. We derive...
ISBI
2007
IEEE
13 years 11 months ago
2007
IEEE
Several recent studies have shown that fluorescent particles can be localized with an accuracy that is well beyond traditional resolution limits. Using a theoretical model of the...
JCB
2000
13 years 5 months ago
2000
Although two-color uorescent DNA microarrays are now standard equipment in many molecular biology laboratories, methods for identifying differentially expressed genes in microarra...
ICPP
2009
IEEE
14 years 3 days ago
2009
IEEE
—Recent advances in DNA sequencing techniques have led to an unprecedented accumulation and availability of molecular sequence data that needs to be analyzed. This data explosion...
CCIA
2008
Springer
13 years 7 months ago
2008
Springer
Abstract. This paper deals with the characterization of data complexity and the relationship with the classification accuracy. We study three dimensions of data complexity: the len...