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» A Genetic Classifier Tool
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JMLR
2010
104views more  JMLR 2010»
13 years 4 months ago
How to Explain Individual Classification Decisions
After building a classifier with modern tools of machine learning we typically have a black box at hand that is able to predict well for unseen data. Thus, we get an answer to the...
David Baehrens, Timon Schroeter, Stefan Harmeling,...
BCS
2008
13 years 10 months ago
Beatbox - A Computer Simulation Environment for Computational Biology of the Heart
Despite over a century's study, the trigger mechanisms of cardiac arrhythmias are poorly understood. Even modern experimental methods do not provide sufficient temporal and s...
Ross McFarlane, Irina V. Biktasheva
BIOINFORMATICS
2007
102views more  BIOINFORMATICS 2007»
13 years 9 months ago
OmicBrowse: a browser of multidimensional omics annotations
OmicBrowse is a browser to explore multiple datasets coordinated in the multidimensional omic space integrating omics knowledge ranging from genomes to phenomes and connecting evo...
Tetsuro Toyoda, Yoshiki Mochizuki, Keith Player, N...
BMCBI
2008
118views more  BMCBI 2008»
13 years 9 months ago
Inferring transcriptional compensation interactions in yeast via stepwise structure equation modeling
Background: With the abundant information produced by microarray technology, various approaches have been proposed to infer transcriptional regulatory networks. However, few appro...
Grace S. Shieh, Chung-Ming Chen, Ching-Yun Yu, Jui...
BMCBI
2008
145views more  BMCBI 2008»
13 years 9 months ago
Mapping gene expression quantitative trait loci by singular value decomposition and independent component analysis
Background: The combination of gene expression profiling with linkage analysis has become a powerful paradigm for mapping gene expression quantitative trait loci (eQTL). To date, ...
Shameek Biswas, John D. Storey, Joshua M. Akey