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118
Voted
FPGA
2009
ACM
15 years 10 months ago
2009
ACM
Despite the popularity and success of neural networks in research, the number of resulting commercial or industrial applications have been limited. A primary cause of this lack of...
137
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TSE
2008
15 years 3 months ago
2008
This paper introduces a new technique for predicting latent software bugs, called change classification. Change classification uses a machine learning classifier to determine wheth...
113
Voted
ICPR
2008
IEEE
15 years 9 months ago
2008
IEEE
This paper presents a new learning approach for pattern classification applications involving imbalanced data sets. In this approach, a clustering technique is employed to resamp...
155
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SNPD
2008
15 years 4 months ago
2008
: Software for safety-critical systems has to deal with the hazards identified by safety analysis in order to make the system safe, risk-free and fail-safe. Software safety is a co...
159
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SE
2007
15 years 4 months ago
2007
Abstract: Today’s enterprise applications are based on numerous interrelated components that capture domain-specific, generic or infrastructural functionality. Each component is...