Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection.
Selin AviyenteAbdullah KaraaslanliPublished in: IEEE Signal Process. Mag. (2022)
Keyphrases
- community detection
- graph clustering
- graph mining
- data science
- label propagation
- label propagation algorithm
- massive graphs
- complex networks
- overlapping communities
- real world graphs
- social networks
- network analysis
- graph theory
- community structure
- densely connected
- community discovery
- link prediction
- citation networks
- bipartite graph
- statistical learning
- weighted graph
- hyper graph
- big data
- social network analysis
- biological networks
- random walk
- real world networks
- graph structure
- real world social networks
- machine learning
- edge weights
- semi supervised
- graph databases
- knowledge management
- graph model
- knowledge discovery
- reinforcement learning