In defence of the simple: Euclidean distance for comparing complex networks.
Johann H. MartínezMario ChavezPublished in: CoRR (2018)
Keyphrases
- euclidean distance
- complex networks
- network analysis
- distance measure
- social network analysis
- distance metric
- euclidean space
- feature vectors
- distance function
- similarity measure
- community detection
- data points
- dimensionality reduction
- mahalanobis distance
- community structure
- dynamic time warping
- link prediction
- social networks
- graph theory
- network structure
- real world networks
- scale free
- functional modules
- network evolution
- scale free networks
- kernel induced
- small world
- feature selection