1078 search results - page 34 / 216 » Using Machine Learning to Support Debugging with Tarantula |
122
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
The goal of feature induction is to automatically create nonlinear combinations of existing features as additional input features to improve classification accuracy. Typically, no...
153
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BMCBI
2007
15 years 2 months ago
2007
Background: Much recent work in bioinformatics has focused on the inference of various types of biological networks, representing gene regulation, metabolic processes, protein-pro...
130
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AAAI
2008
15 years 4 months ago
2008
Based on Information Theory, optimal feature selection should be carried out by searching Markov blankets. In this paper, we formally analyze the current Markov blanket discovery ...
109
Voted
NAACL
2007
15 years 3 months ago
2007
We propose a new framework for supervised machine learning. Our goal is to learn from smaller amounts of supervised training data, by collecting a richer kind of training data: an...
101
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QSIC
2008
IEEE
15 years 8 months ago
2008
IEEE
In the context of open source development or software evolution, developers are often faced with test suites which have been developed with no apparent rationale and which may nee...