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» Over-optimism in bioinformatics: an illustration
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BMCBI
2005
94views more  BMCBI 2005»
13 years 5 months ago
Workflows in bioinformatics: meta-analysis and prototype implementation of a workflow generator
Background: Computational methods for problem solving need to interleave information access and algorithm execution in a problem-specific workflow. The structures of these workflo...
Alexander García Castro, Samuel Thoraval, L...
BIB
2000
117views more  BIB 2000»
13 years 5 months ago
Ontology-based Knowledge Representation for Bioinformatics
Much of biology works by applying prior knowledge (`what is known') to an unknown entity, rather than the application of a set of axioms that will elicit knowledge. In additi...
Robert Stevens, Carole A. Goble, Sean Bechhofer
CDC
2009
IEEE
149views Control Systems» more  CDC 2009»
13 years 6 months ago
Context-dependent multi-class classification with unknown observation and class distributions with applications to bioinformatic
We consider the multi-class classification problem, based on vector observation sequences, where the conditional (given class observations) probability distributions for each class...
Alex S. Baras, John S. Baras
ITSSA
2006
98views more  ITSSA 2006»
13 years 5 months ago
Agent-Oriented Data Curation in Bioinformatics
Abstract. The practitioners of bioinformatics require increasing sophistication from their software tools to take into account the particular characteristics that make their domain...
Simon Miles
BMCBI
2007
128views more  BMCBI 2007»
13 years 5 months ago
Detailed estimation of bioinformatics prediction reliability through the Fragmented Prediction Performance Plots
Background: An important and yet rather neglected question related to bioinformatics predictions is the estimation of the amount of data that is needed to allow reliable predictio...
Oliviero Carugo