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157
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JMLR
2010
14 years 11 months ago
2010
We consider the problem of reducing the dimensionality of labeled data for classification. Unfortunately, the optimal approach of finding the low-dimensional projection with minim...
153
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TIT
2010
14 years 10 months ago
2010
Error estimation must be used to find the accuracy of a designed classifier, an issue that is critical in biomarker discovery for disease diagnosis and prognosis in genomics and p...
158
Voted
CORR
2011
Springer
14 years 7 months ago
2011
Springer
—Inexpensive RGB-D cameras that give an RGB image together with depth data have become widely available. We use this data to build 3D point clouds of a full scene. In this paper,...
161
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CVPR
2011
IEEE
14 years 7 months ago
2011
IEEE
Similarity search, namely, finding approximate nearest neighborhoods, is the core of many large scale machine learning or vision applications. Recently, many research results dem...
117
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JAMIA
2011
14 years 7 months ago
2011
Objective To design, build, implement, and evaluate a personal health record (PHR), tethered to the Military Health System, that leverages MicrosoftÒ HealthVault and GoogleÒ Hea...