1413 search results - page 43 / 283 » Efficient Learning of Semi-structured Data from Queries |
139
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JMLR
2010
14 years 10 months ago
2010
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
239
Voted
GIS
2005
ACM
16 years 4 months ago
2005
ACM
Group nearest neighbor (GNN) queries are a relatively new type of operations in spatial database applications. Different from a traditional kNN query which specifies a single quer...
129
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PAMI
2011
14 years 10 months ago
2011
—Subspaces offer convenient means of representing information in many pattern recognition, machine vision, and statistical learning applications. Contrary to the growing populari...
132
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ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We study metric learning as a problem of information retrieval. We present a general metric learning algorithm, based on the structural SVM framework, to learn a metric such that ...
231
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ICDE
2008
IEEE
16 years 4 months ago
2008
IEEE
Self-managing solutions have recently attracted a lot of interest from the database community. The need for self-* properties is more evident in distributed applications comprising...