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152
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AAAI
2008
15 years 6 months ago
2008
Recent study has shown that canonical algorithms such as Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) can be obtained from graph based dimensionality ...
135
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SDM
2007
SIAM
15 years 6 months ago
2007
SIAM
The recent years have witnessed a surge of interest in graphbased semi-supervised learning methods. The common denominator of these methods is that the data are represented by the...
136
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CASCON
1997
15 years 5 months ago
1997
Often, software architects impose a particular style on the software systems they design. For large software systems, they would like to ensure that the design continues to confor...
119
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CORR
2010
Springer
15 years 4 months ago
2010
Springer
In order to protect an image search engine's users from undesirable results adult images' classifier should be built. The information about links from websites to images...
129
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JMLR
2008
15 years 4 months ago
2008
Causal reasoning is primarily concerned with what would happen to a system under external interventions. In particular, we are often interested in predicting the probability distr...