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198
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CVPR
2011
IEEE
14 years 8 months ago
2011
IEEE
3D object detection and importance regression/ranking are at the core for semantically interpreting 3D medical images of computer aided diagnosis (CAD). In this paper, we propose ...
148
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GECCO
2007
Springer
15 years 11 months ago
2007
Springer
We present a biology-inspired probabilistic graphical model, called the hypernetwork model, and its application to medical diagnosis of disease. The hypernetwork models are a way ...
123
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DESRIST
2009
Springer
15 years 9 months ago
2009
Springer
In information system development, end-users often participate in design and in many cases learn to design their own system. Design, however, requires a distinct approach that use...
171
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ICDM
2009
IEEE
15 years 2 months ago
2009
IEEE
There has been significant recent interest in sparse metric learning (SML) in which we simultaneously learn both a good distance metric and a low-dimensional representation. Unfor...
155
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CVPR
2010
IEEE
16 years 1 months ago
2010
IEEE
We present an active learning framework to simultaneously learn appearance and contextual models for scene understanding tasks (multi-class classification). Existing multi-class a...