Principal Patterns on Graphs: Discovering Coherent Structures in Datasets.
Kirell BenziBenjamin RicaudPierre VandergheynstPublished in: IEEE Trans. Signal Inf. Process. over Networks (2016)
Keyphrases
- graph data
- graph structures
- chemical compounds
- spatio temporal patterns
- introduce a general framework
- surprising patterns
- database
- graph databases
- graph patterns
- structural features
- graph mining
- graph structure
- pattern discovery
- benchmark datasets
- power laws
- graph model
- interesting patterns
- dense subgraphs
- pattern mining
- sequential patterns
- discovering interesting
- spatio temporal data
- data sets
- neural network
- dynamic graph
- discovering patterns
- decision trees
- data mining techniques
- frequent subgraphs
- social network analysis
- graph clustering
- visual patterns
- complex structures
- directed graph
- relational data
- temporal patterns
- design patterns