1950 search results - page 62 / 390 » Informative sampling for large unbalanced data sets |
167
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MICCAI
2000
Springer
15 years 5 months ago
2000
Springer
We present a novel approach to statistical shape analysis of anatomical structures based on small sample size learning techniques. The high complexity of shape models used in medic...
137
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JCB
2007
15 years 1 months ago
2007
Many bioinformatics problems can implicitly depend on estimating large-scale covariance matrix. The traditional approaches tend to give rise to high variance and low accuracy esti...
126
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WETICE
2000
IEEE
15 years 5 months ago
2000
IEEE
NASA’s Earth Science Information Partnership Federation is an experiment funded to assess the ability of a group of widely heterogeneous earth science data or service providers ...
115
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KDD
2007
ACM
16 years 1 months ago
2007
ACM
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
118
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ICAT
2006
IEEE
15 years 7 months ago
2006
IEEE
When a fault such as unbalance occurs in a turbo-generator set, sensors should be put on its bearing to detect vibration signals for extracting fault symptoms, but the relationshi...