377 search results - page 31 / 76 » Accelerating Large Data Analysis by Exploiting Regularities |
156
Voted
JMLR
2012
13 years 5 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
131
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ICIP
2002
IEEE
16 years 5 months ago
2002
IEEE
This paper presents a new object-based segmentation technique which exploits a large temporal context in order to get coherent and robust segmentation results. The segmentation pr...
153
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TMI
2010
14 years 10 months ago
2010
Within-subject analysis in fMRI essentially addresses two problems, the detection of brain regions eliciting evoked activity and the estimation of the underlying dynamics. In [1, 2...
106
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ITC
2003
IEEE
15 years 8 months ago
2003
IEEE
This paper presents an approach for reducing the test data volume that has to be stored in ATE vector memory for IC manufacturing testing. We exploit the capabilities of present A...
166
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CVPR
2012
IEEE
13 years 5 months ago
2012
IEEE
Mode-seeking has been widely used as a powerful data analysis technique for clustering and filtering in a metric feature space. We introduce a versatile and efficient modeseekin...