3949 search results - page 208 / 790 » Machine Learning and Data Mining |
189
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MSR
2006
ACM
15 years 9 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...
126
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ICDM
2005
IEEE
15 years 8 months ago
2005
IEEE
The preference model introduced in this paper gives a natural framework and a principled solution for a broad class of supervised learning problems with structured predictions, su...
207
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VEE
2012
ACM
13 years 10 months ago
2012
ACM
With the growing adoption of virtualized datacenters and cloud hosting services, the allocation and sizing of resources such as CPU, memory, and I/O bandwidth for virtual machines...
126
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KDD
2009
ACM
16 years 3 months ago
2009
ACM
We present an algorithm, called the offset tree, for learning in situations where a loss associated with different decisions is not known, but was randomly probed. The algorithm i...
104
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AUSDM
2007
Springer
15 years 9 months ago
2007
Springer
In the course of reviewing existing automatic term recognition techniques for applications in ontology learning, we came across four issues which can be improved upon. We proposed...