An Analytical Approach to Network Motif Detection in Samples of Networks with Pairwise Different Vertex Labels.
Christoph SchmidtThomas WeissChristian KomusiewiczHerbert WitteLutz LeistritzPublished in: Comput. Math. Methods Medicine (2012)
Keyphrases
- pairwise
- detection algorithm
- data sets
- social networks
- automatic detection
- network structure
- detection accuracy
- edge weights
- anomaly detection
- training data
- detection rate
- detection method
- training samples
- higher order
- semi supervised
- false positives
- training set
- similarity measure
- training examples
- multi label
- false alarms
- community detection
- pairwise interactions
- network analysis
- bipartite graph
- spectral clustering
- complex networks
- loss function
- markov random field
- multi class