77 search results - page 9 / 16 » Limits on Learning Machine Accuracy Imposed by Data Quality |
171
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JCST
2011
15 years 12 days ago
2011
Software defect detection aims to automatically identify defective software modules for efficient software test in order to improve the quality of a software system. Although many...
170
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ECML
2006
Springer
15 years 9 months ago
2006
Springer
Semi-supervised clustering uses the limited background knowledge to aid unsupervised clustering algorithms. Recently, a kernel method for semi-supervised clustering has been introd...
157
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IPPS
2008
IEEE
15 years 12 months ago
2008
IEEE
Website capacity determination is crucial to measurement-based access control, because it determines when to turn away excessive client requests to guarantee consistent service qu...
155
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ML
2008
ACM
15 years 5 months ago
2008
ACM
Although memory-based classifiers offer robust classification performance, their widespread usage on embedded devices is hindered due to the device's limited memory resources...
140
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AUSAI
2003
Springer
15 years 10 months ago
2003
Springer
An important task in machine learning is determining which learning algorithm works best for a given data set. When the amount of data is small the same data needs to be used repea...