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BMCBI
2007
106views more  BMCBI 2007»
14 years 11 months ago
Modeling SAGE tag formation and its effects on data interpretation within a Bayesian framework
Background: Serial Analysis of Gene Expression (SAGE) is a high-throughput method for inferring mRNA expression levels from the experimentally generated sequence based tags. Stand...
Michael A. Gilchrist, Hong Qin, Russell L. Zaretzk...
187
Voted
SADM
2010
196views more  SADM 2010»
14 years 5 months ago
Bayesian adaptive nearest neighbor
: The k nearest neighbor classification (k-NN) is a very simple and popular method for classification. However, it suffers from a major drawback, it assumes constant local class po...
Ruixin Guo, Sounak Chakraborty
80
Voted
NECO
2008
108views more  NECO 2008»
14 years 11 months ago
Optimal Approximation of Signal Priors
In signal restoration by Bayesian inference, one typically uses a parametric model of the prior distribution of the signal. Here, we consider how the parameters of a prior model s...
Aapo Hyvärinen
86
Voted
JUCS
2006
128views more  JUCS 2006»
14 years 11 months ago
A Web-Based Decision Support System for Chronic Diseases
: Individuals vary in survival chances due to differences in genetics, environmental exposures, and gene-environment interactions. These chances, as well as the contribution of eac...
Chi-Chan Chang, Chuen-Sheng Cheng, Yeu-Shiang Huan...
104
Voted
TASLP
2010
117views more  TASLP 2010»
14 years 5 months ago
Speech Enhancement Using Gaussian Scale Mixture Models
This paper presents a novel probabilistic approach to speech enhancement. Instead of a deterministic logarithmic relationship, we assume a probabilistic relationship between the fr...
Jiucang Hao, Te-Won Lee, Terrence J. Sejnowski