1148 search results - page 15 / 230 » Methods for Dynamic Classifier Selection |
141
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DAWAK
2008
Springer
15 years 6 months ago
2008
Springer
In this paper we discuss problems of constructing classifiers from imbalanced data. We describe a new approach to selective preprocessing of imbalanced data which combines local ov...
147
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SMC
2007
IEEE
15 years 10 months ago
2007
IEEE
—This paper considers the problem of temporally fusing classifier outputs to improve the overall diagnostic classification accuracy in safety-critical systems. Here, we discuss d...
184
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FLAIRS
2008
15 years 6 months ago
2008
Hidden Markov models are a powerful technique to model and classify temporal sequences, such as in speech and gesture recognition. However, defining these models is still an art: ...
114
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ISI
2005
Springer
15 years 10 months ago
2005
Springer
This paper presents an improved speaker verification technique that is especially appropriate for surveillance scenarios. The main idea is a metalearning scheme aimed at improving ...
156
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ICFHR
2010
14 years 11 months ago
2010
To reduce the classification errors of online handwritten Japanese character recognition, we propose a method for confusing characters discrimination with little additional costs....