IEEE Signal Processing Magazine· 2013Q1
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
- 4,454citations
- Q1SCImago
- 2013year
Short summary
Signal processing on graphs merges graph theory with harmonic analysis to process high-dimensional data residing on network structures. This field develops methods to adapt fundamental operations like filtering and downsampling to irregular graph domains.
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Statistical and Nonlinear PhysicsPhysics and Astronomy