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FLAIRS
2008
15 years 8 months ago
Building Useful Models from Imbalanced Data with Sampling and Boosting
Building useful classification models can be a challenging endeavor, especially when training data is imbalanced. Class imbalance presents a problem when traditional classificatio...
Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van H...
DICS
2006
15 years 8 months ago
Dependable Software
Achieving software reliability takes many complementary techniques, directed at the process or at the products. This survey summarizes some of the most fruitful ideas. 1 OVERVIEW ...
Bertrand Meyer
IQ
2007
15 years 7 months ago
In Search Of An Accuracy Metric
Practitioners and researchers often refer to error rates or accuracy percentages of databases. The former is the number of cells in error divided by the total number of cells; the...
Craig W. Fisher, Eitel J. M. Lauría, Caroly...
BMCBI
2007
107views more  BMCBI 2007»
15 years 6 months ago
Linking microarray reporters with protein functions
Background: The analysis of microarray experiments requires accurate and up-to-date functional annotation of the microarray reporters to optimize the interpretation of the biologi...
Stan Gaj, Arie van Erk, Rachel I. M. van Haaften, ...
INFORMATICALT
2007
167views more  INFORMATICALT 2007»
15 years 6 months ago
Ultrasound Quantitative Evaluation of Human Eye Cataract
Abstract. A technique to improve an eye cataract early detection and quantitative evaluation of maturity using ultrasound was investigated. A broadband coherent signal, backscatter...
Alvydas Paunksnis, Skaidra Kurapkiene, Audris Maci...