117 search results - page 10 / 24 » Precision and Recall in Rough Support Vector Machines |
115
Voted
FLAIRS
2007
15 years 2 months ago
2007
This paper describes a hybrid model that combines machine learning with linguistic heuristics for integrating unknown word identification with Chinese word segmentation. The model...
101
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ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
The scores returned by support vector machines are often used as a confidence measures in the classification of new examples. However, there is no theoretical argument sustaining ...
125
Voted
ERCIMDL
2006
Springer
15 years 4 months ago
2006
Springer
A machine-learning and a string-matching approach to automated subject classification of text were compared, as to their performance, advantages and downsides. The former approach ...
101
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TREC
2004
15 years 1 months ago
2004
We approached the problem of classifying papers for the TREC 2004 Genomics Track triage task as a four step process: feature generation, feature selection, classifier training, an...
133
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ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
Deep Neural Networks (DNNs) denote multilayer artificial neural networks with more than one hidden layer and millions of free parameters. We propose a Generalized Discriminant An...