2111 search results - page 188 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
114
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ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Moment matching is a popular means of parametric density estimation. We extend this technique to nonparametric estimation of mixture models. Our approach works by embedding distri...
125
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COMPSAC
2002
IEEE
15 years 9 months ago
2002
IEEE
A relevant consequence of the unceasing expansion of the Web and e-commerce is the growth of the demand of new Web sites and Web applications. The software industry is facing the ...
148
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a particular linear combination of the input variables while constraining the numb...
197
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MSR
2006
ACM
15 years 10 months ago
2006
ACM
With the advent of open source software repositories the data available for defect prediction in source files increased tremendously. Although traditional statistics turned out t...
133
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GECCO
2005
Springer
15 years 9 months ago
2005
Springer
The application of Evolutionary Algorithms to structural test data generation, known as Evolutionary Testing, has to date largely focused on programs with input-output behavior. H...