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» Supervised Graph Inference
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ISMB
2008
15 years 4 months ago
Protein complex identification by supervised graph local clustering
Yanjun Qi, Fernanda Balem, Christos Faloutsos, Jud...
101
Voted
EMNLP
2008
15 years 3 months ago
Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks
We present a graph-based semi-supervised label propagation algorithm for acquiring opendomain labeled classes and their instances from a combination of unstructured and structured...
Partha Pratim Talukdar, Joseph Reisinger, Marius P...
123
Voted
SDM
2009
SIAM
149views Data Mining» more  SDM 2009»
15 years 11 months ago
Near-optimal Supervised Feature Selection among Frequent Subgraphs.
Graph classification is an increasingly important step in numerous application domains, such as function prediction of molecules and proteins, computerised scene analysis, and an...
Alexander J. Smola, Arthur Gretton, Hans-Peter Kri...
IDA
2007
Springer
15 years 1 months ago
Inference of node replacement graph grammars
Graph grammars combine the relational aspect of graphs with the iterative and recursive aspects of string grammars, and thus represent an important next step in our ability to dis...
Jacek P. Kukluk, Lawrence B. Holder, Diane J. Cook