Transformation from Complex Networks to Time Series Using Classical Multidimensional Scaling.
Yuta HaraguchiYutaka ShimadaTohru IkeguchiKazuyuki AiharaPublished in: ICANN (2) (2009)
Keyphrases
- complex networks
- multidimensional scaling
- low dimensional
- community detection
- network structure
- network analysis
- latent structure
- dimensionality reduction
- cluster analysis
- vector space
- small world
- social networks
- social network analysis
- euclidean distance
- kernel pca
- scale free
- biological networks
- principal component analysis
- real world networks
- community structure
- network motifs
- latent semantic indexing
- manifold learning
- community discovery
- scale free networks
- information theoretic concepts
- pattern recognition
- feature extraction