2111 search results - page 204 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
138
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GLOBECOM
2010
IEEE
15 years 2 months ago
2010
IEEE
Machine learning algorithms have recently attracted much interest for effective link adaptation due to their flexibility and ability to capture more environmental effects implicitl...
196
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VLSISP
2010
15 years 2 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
128
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SIGSOFT
2007
ACM
16 years 4 months ago
2007
ACM
The fault-prone module detection in source code is of importance for assurance of software quality. Most of previous fault-prone detection approaches are based on software metrics...
144
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spect...
169
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ML
2010
ACM
14 years 10 months ago
2010
ACM
Spectral analysis approaches have been actively studied in machine learning and data mining areas, due to their generality, efficiency, and rich theoretical foundations. As a natur...