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» A Data Analysis Method for Software Performance Prediction
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BMCBI
2006
150views more  BMCBI 2006»
15 years 3 months ago
Instance-based concept learning from multiclass DNA microarray data
Background: Various statistical and machine learning methods have been successfully applied to the classification of DNA microarray data. Simple instance-based classifiers such as...
Daniel P. Berrar, Ian Bradbury, Werner Dubitzky
JSS
2002
101views more  JSS 2002»
15 years 2 months ago
Software requirements validation via task analysis
As a baseline for software development, a correct and complete requirements definition is one foundation of software quality. Previously, a novel approach to static testing of sof...
Hong Zhu, Lingzi Jin, Dan Diaper, Ganghong Bai
CSDA
2006
96views more  CSDA 2006»
15 years 3 months ago
Analysis of new variable selection methods for discriminant analysis
Several methods to select variables that are subsequently used in discriminant analysis are proposed and analysed. The aim is to find from among a set of m variables a smaller sub...
Joaquín A. Pacheco, Silvia Casado, Laura N&...
MCS
2009
Springer
15 years 10 months ago
Ensemble Based Data Fusion for Gene Function Prediction
The availability of an ever increasing amount of data sources due to recent advances in high throughput biotechnologies opens unprecedented opportunities for genome-wide gene funct...
Matteo Re, Giorgio Valentini
BMCBI
2007
99views more  BMCBI 2007»
15 years 3 months ago
The Deuterator: software for the determination of backbone amide deuterium levels from H/D exchange MS data
Background: The combination of mass spectrometry and solution phase amide hydrogen/deuterium exchange (H/D exchange) experiments is an effective method for characterizing protein ...
B. D. Pascal, M. J. Chalmers, S. A. Busby, C. C. M...