Sciweavers

89 search results - page 6 / 18
» Nearest Neighbor Distributions and Noise Variance Estimation
Sort
View
BMCBI
2010
181views more  BMCBI 2010»
14 years 10 months ago
Intensity dependent estimation of noise in microarrays improves detection of differentially expressed genes
Background: In many microarray experiments, analysis is severely hindered by a major difficulty: the small number of samples for which expression data has been measured. When one ...
Amit Zeisel, Amnon Amir, Wolfgang J. Köstler,...
STOC
2002
ACM
177views Algorithms» more  STOC 2002»
15 years 10 months ago
Similarity estimation techniques from rounding algorithms
A locality sensitive hashing scheme is a distribution on a family F of hash functions operating on a collection of objects, such that for two objects x, y, PrhF [h(x) = h(y)] = si...
Moses Charikar
ICML
2006
IEEE
15 years 10 months ago
Locally adaptive classification piloted by uncertainty
Locally adaptive classifiers are usually superior to the use of a single global classifier. However, there are two major problems in designing locally adaptive classifiers. First,...
Juan Dai, Shuicheng Yan, Xiaoou Tang, James T. Kwo...
VTC
2007
IEEE
117views Communications» more  VTC 2007»
15 years 4 months ago
Distributed Iterative Detection in an Interference Limited Cellular Network
—This paper presents a novel strategy for interference mitigation in an uplink of high reuse cellular networks through distributive processing. It is proposed that the neighborin...
Shahid Khattak, Gerhard Fettweis
ICASSP
2011
IEEE
14 years 1 months ago
Joint Bayesian removal of impulse and background noise
We present a method for the removal of noise including nonGaussian impulses from a signal. Impulse noise is removed jointly a homogenous Gaussian noise floor using a Gabor regres...
James Murphy, Simon J. Godsill