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Concept
Graph Fourier Transform
The
Graph Fourier Transform
(GFT) is a generalization of the
classical Fourier Transform
to
graph-structured data
, enabling the
analysis of signals on graphs
by decomposing them into
graph frequency components
. It leverages the
eigenvectors of the graph Laplacian
to define a
frequency domain
, facilitating tasks such as
graph signal processing
, filtering, and compression.
Relevant Degrees
Mathematical Analysis 50%
Computational Mathematics 30%
Computational Problem-Solving 20%
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