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» Traits: Tools and Methodology
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109
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BMCBI
2008
135views more  BMCBI 2008»
15 years 12 days ago
Facilitating the development of controlled vocabularies for metabolomics technologies with text mining
Background: Many bioinformatics applications rely on controlled vocabularies or ontologies to consistently interpret and seamlessly integrate information scattered across public r...
Irena Spasic, Daniel Schober, Susanna-Assunta Sans...
119
Voted
CSDA
2008
128views more  CSDA 2008»
15 years 11 days ago
Classification tree analysis using TARGET
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...
J. Brian Gray, Guangzhe Fan
ALMOB
2006
113views more  ALMOB 2006»
15 years 10 days ago
Inverse bifurcation analysis: application to simple gene systems
Background: Bifurcation analysis has proven to be a powerful method for understanding the qualitative behavior of gene regulatory networks. In addition to the more traditional for...
James Lu, Heinz W. Engl, Peter Schuster
BMCBI
2006
137views more  BMCBI 2006»
15 years 10 days ago
Curation of complex, context-dependent immunological data
Background: The Immune Epitope Database and Analysis Resource (IEDB) is dedicated to capturing, housing and analyzing complex immune epitope related data http:// www.immuneepitope...
Randi Vita, Kerrie Vaughan, Laura Zarebski, Nima S...
103
Voted
CSDA
2006
169views more  CSDA 2006»
15 years 9 days ago
Generalized structured additive regression based on Bayesian P-splines
Generalized additive models (GAM) for modelling nonlinear effects of continuous covariates are now well established tools for the applied statistician. In this paper we develop Ba...
Andreas Brezger, Stefan Lang