1658 search results - page 54 / 332 » Learning Unknown Graphs |
137
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ICPR
2010
IEEE
15 years 2 months ago
2010
IEEE
In this paper, an easily implemented semi-supervised graph learning method is presented for dimensionality reduction and clustering, using the most of prior knowledge from limited...
178
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CVPR
2012
IEEE
13 years 7 months ago
2012
IEEE
Constructing a good graph to represent data structures is critical for many important machine learning tasks such as clustering and classification. This paper proposes a novel no...
135
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CORR
2011
Springer
14 years 8 months ago
2011
Springer
This paper considers the problem of clustering a partially observed unweighted graph – i.e. one where for some node pairs we know there is an edge between them, for some others ...
137
Voted
BIBM
2007
IEEE
15 years 11 months ago
2007
IEEE
Discovering human disease-causing genes (disease genes in short) is one of the most challenging problems in bioinformatics and biomedicine, as most diseases are related in some wa...
124
Voted
AAAI
2008
15 years 7 months ago
2008
Proactive assessment of computer-network vulnerability to unknown future attacks is an important but unsolved computer security problem where AI techniques have significant impact...