212 search results - page 12 / 43 » Embedded Unsupervised Feature Selection |
139
Voted
EMNLP
2008
15 years 1 months ago
2008
Complex questions that require inferencing and synthesizing information from multiple documents can be seen as a kind of topicoriented, informative multi-document summarization. I...
76
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
We present a technique to adapt the domain of local features through the matching process to augment their discriminative power. We start with local affine features selected and n...
132
Voted
BMCBI
2010
15 years 17 days ago
2010
Background: Feature selection is an important pre-processing task in the analysis of complex data. Selecting an appropriate subset of features can improve classification or cluste...
118
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ECCV
2004
Springer
16 years 2 months ago
2004
Springer
In recent work, we presented a framework for many-to-many matching of multi-scale feature hierarchies, in which features and their relations were captured in a vertex-labeled, edge...
108
Voted
PAMI
2006
15 years 11 days ago
2006
Multiple-instance problems arise from the situations where training class labels are attached to sets of samples (named bags), instead of individual samples within each bag (called...