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» Nonparametric density estimation for positive time series
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AIME
2009
Springer
15 years 4 months ago
Prediction of Mechanical Lung Parameters Using Gaussian Process Models
Abstract. Mechanical ventilation can cause severe lung damage by inadequate adjustment of the ventilator. We introduce a Machine Learning approach to predict the pressure-dependent...
Steven Ganzert, Stefan Kramer, Knut Möller, D...
CSB
2005
IEEE
129views Bioinformatics» more  CSB 2005»
15 years 5 months ago
ssahaSNP A Polymorphism Detection Tool on a Whole Genome Scale
We present a software package which can detect homozygous SNPs and indels on a eukaryotic genome scale from millions of shotgun reads. Matching seeds of a few kmer words are found...
Zemin Ning, Mario Cáccamo, James C. Mulliki...
SAB
2010
Springer
127views Optimization» more  SAB 2010»
14 years 9 months ago
Tactile Discrimination Using Template Classifiers: Towards a Model of Feature Extraction in Mammalian Vibrissal Systems
Abstract. Rats and other whiskered mammals are capable of making sophisticated sensory discriminations using tactile signals from their facial whiskers (vibrissae). As part of a pr...
Mathew H. Evans, Charles W. Fox, Martin J. Pearson...
KAIS
2008
221views more  KAIS 2008»
14 years 11 months ago
Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond
Much work on skewed, stochastic, high dimensional, and biased datasets usually implicitly solve each problem separately. Recently, we have been approached by Texas Commission on En...
Kun Zhang, Wei Fan
BMCBI
2007
197views more  BMCBI 2007»
14 years 11 months ago
Boolean networks using the chi-square test for inferring large-scale gene regulatory networks
Background: Boolean network (BN) modeling is a commonly used method for constructing gene regulatory networks from time series microarray data. However, its major drawback is that...
Haseong Kim, Jae K. Lee, Taesung Park