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109
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JUCS
2008
15 years 2 months ago
2008
: We address the problems of structuring and annotation of layout-oriented documents. We model the annotation problems as the collective classification on graph-like structures wit...
115
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CAS
2008
15 years 2 months ago
2008
In this paper we first present a novel approach to determine the structural information content (graph entropy) of a network represented by an undirected and connected graph. Such...
159
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JMLR
2010
14 years 9 months ago
2010
We propose to solve the combinatorial problem of finding the highest scoring Bayesian network structure from data. This structure learning problem can be viewed as an inference pr...
155
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ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
122
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ISCC
1999
IEEE
15 years 6 months ago
1999
IEEE
Banyan networks are commonly used as interconnection structures in ATM switches. This paper is concerned with the replication technique which was applied to the standard banyan ne...