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ICSM
2007
IEEE
15 years 9 months ago
2007
IEEE
Because of software’s increasing dynamism and the heterogeneity of execution environments, the results of in-house testing and maintenance are often not representative of the wa...
150
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ASWEC
2009
IEEE
15 years 1 months ago
2009
IEEE
Failure of a design to satisfy a system's requirements can result in schedule and cost overruns. When using current approaches, ensuring requirements are satisfied is often d...
132
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ECML
2006
Springer
15 years 7 months ago
2006
Springer
Abstract. Most classification methods assume that the samples are drawn independently and identically from an unknown data generating distribution, yet this assumption is violated ...
170
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BMCBI
2010
15 years 3 months ago
2010
Background: Generally speaking, different classifiers tend to work well for certain types of data and conversely, it is usually not known a priori which algorithm will be optimal ...
117
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PR
2007
15 years 2 months ago
2007
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...