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141
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SIGOPS
2010
15 years 2 months ago
2010
Despite advances in the application of automated statistical and machine learning techniques to system log and trace data there will always be a need for human analysis of machine...
158
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SSPR
2010
Springer
15 years 2 months ago
2010
Springer
Many approaches to learning classifiers for structured objects (e.g., shapes) use generative models in a Bayesian framework. However, state-of-the-art classifiers for vectorial d...
182
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IPPS
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract--The increasing availability of multi-core and multiprocessor architectures provides new opportunities for improving the performance of many computer simulations. Markov C...
143
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ICMLA
2009
15 years 1 months ago
2009
Abstract--We investigate parameter-based and distributionbased approaches to regularizing the generative, similarity-based classifier called local similarity discriminant analysis ...
146
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JCST
2011
14 years 11 months 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...