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197
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TKDE
2008
15 years 7 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...
197
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TSMC
2008
15 years 7 months ago
2008
: Automatic identification of genes has been an actively researched area of Bioinformatics. Compared to earlier attempts for finding genes, the recent techniques are significantly ...
180
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IJON
2000
15 years 7 months ago
2000
In this paper we propose an approach to variable selection that uses a neural-network model as the tool to determine which variables are to be discarded. The method performs a bac...
225
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TCSV
2002
15 years 7 months ago
2002
A new class of image information-restoration algorithms virtually different from traditional techniques are proposed. In comparison with other approaches, our methods not only use ...
194
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ICRA
2010
IEEE
15 years 6 months ago
2010
IEEE
— We consider the problem of grasping novel objects and its application to cleaning a desk. A recent successful approach applies machine learning to learn one grasp point in an i...