374 search results - page 27 / 75 » Generalized Gaussian distributions for sequential data class... |
98
Voted
KDD
2009
ACM
15 years 11 months ago
2009
ACM
Classification is a core task in knowledge discovery and data mining, and there has been substantial research effort in developing sophisticated classification models. In a parall...
125
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PLDI
2010
ACM
15 years 1 months ago
2010
ACM
The most intuitive memory model for shared-memory multithreaded programming is sequential consistency (SC), but it disallows the use of many compiler and hardware optimizations th...
FLAIRS
2004
15 years 16 days ago
2004
Naive Bayes is one of the most efficient and effective inductive learning algorithms for machine learning and data mining. Its competitive performance in classification is surpris...
100
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JMLR
2010
14 years 6 months ago
2010
Appropriate selection of the kernel function, which implicitly defines the feature space of an algorithm, has a crucial role in the success of kernel methods. In this paper, we co...
88
Voted
CORR
2010
Springer
14 years 11 months ago
2010
Springer
We study online learning when individual instances are corrupted by adversarially chosen random noise. We assume the noise distribution is unknown, and may change over time with n...