Inferring link changes in dynamic networks through power spectral density variations.
John A. W. B. CostanzoDonatello MaterassiBruno SinopoliPublished in: Allerton (2017)
Keyphrases
- dynamic networks
- power spectral density
- spectral analysis
- fourier transform
- network analysis
- power spectrum
- prediction error
- frequency band
- dynamic behavior
- blind separation
- network structure
- temporal evolution
- optimal filter
- subband
- real world networks
- filter bank
- learning algorithm
- data mining
- biological networks
- machine learning
- feature space
- image sequences
- multiscale
- social network analysis
- frequency domain
- non stationary