Graph Signal Processing for Machine Learning: A Review and New Perspectives.
Xiaowen DongDorina ThanouLaura ToniMichael M. BronsteinPascal FrossardPublished in: IEEE Signal Process. Mag. (2020)
Keyphrases
- signal processing
- machine learning
- speech processing
- pattern recognition
- signal analysis
- image processing
- graph representation
- machine learning methods
- computer vision
- filter bank
- random walk
- structured data
- inductive learning
- learning tasks
- feature selection
- knowledge discovery
- computational intelligence
- artificial intelligence
- text mining
- connected components
- fourier transform
- graph matching
- weighted graph
- graph structure
- inductive logic programming
- graph based algorithm
- e learning
- undirected graph
- spanning tree
- computational biology
- graph theory
- clustering algorithm
- model selection
- learning problems
- supervised learning
- data mining
- learning systems
- shortest path
- np complete