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» Individual error, group error, and the value of information
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BMCBI
2010
190views more  BMCBI 2010»
13 years 7 months ago
A parallel and incremental algorithm for efficient unique signature discovery on DNA databases
Background: DNA signatures are distinct short nucleotide sequences that provide valuable information that is used for various purposes, such as the design of Polymerase Chain Reac...
Hsiao Ping Lee, Tzu-Fang Sheu, Chuan Yi Tang
JMLR
2006
389views more  JMLR 2006»
13 years 7 months ago
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis
This paper introduces a learning method for two-layer feedforward neural networks based on sensitivity analysis, which uses a linear training algorithm for each of the two layers....
Enrique Castillo, Bertha Guijarro-Berdiñas,...
IANDC
2010
84views more  IANDC 2010»
13 years 6 months ago
Underapproximation for model-checking based on universal circuits
For two naturals m, n such that m < n, we show how to construct a circuit C with m inputs and n outputs, that has the following property: for some 0 ≤ k ≤ m, the circuit deï...
Arie Matsliah, Ofer Strichman
BMCBI
2011
13 years 2 months ago
Flexible taxonomic assignment of ambiguous sequencing reads
Background: To characterize the diversity of bacterial populations in metagenomic studies, sequencing reads need to be accurately assigned to taxonomic units in a given reference ...
José Carlos Clemente, Jesper Jansson, Gabri...
KDD
2003
ACM
449views Data Mining» more  KDD 2003»
14 years 7 months ago
Passenger-based predictive modeling of airline no-show rates
Airlines routinely overbook flights based on the expectation that some fraction of booked passengers will not show for each flight. Accurate forecasts of the expected number of no...
Richard D. Lawrence, Se June Hong, Jacques Cherrie...