3949 search results - page 346 / 790 » Machine Learning and Data Mining |
149
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ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
In a data streaming setting, data points are observed one by one. The concepts to be learned from the data points may change infinitely often as the data is streaming. In this pap...
152
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ICDM
2009
IEEE
15 years 11 months ago
2009
IEEE
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
126
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DATE
2008
IEEE
15 years 11 months ago
2008
IEEE
With the advance of SAT solvers, transforming a software program to a propositional formula has generated much interest for bounded model checking of software in recent years. How...
119
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ALT
2009
Springer
15 years 7 months ago
2009
Springer
Domain adaptation is a fundamental learning problem where one wishes to use labeled data from one or several source domains to learn a hypothesis performing well on a different, y...
108
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KDD
2005
ACM
16 years 4 months ago
2005
ACM
Tasks of data mining and information retrieval depend on a good distance function for measuring similarity between data instances. The most effective distance function must be for...