Generating Post-hoc Explanations for Skip-gram-based Node Embeddings by Identifying Important Nodes with Bridgeness.
Hogun ParkJennifer NevillePublished in: CoRR (2023)
Keyphrases
- post hoc
- directed graph
- graph structure
- root node
- neighboring nodes
- ordered labeled trees
- intermediate nodes
- labeled trees
- tree nodes
- node selection
- destination node
- overlapping communities
- hidden nodes
- leaf nodes
- shortest distance
- undirected graph
- network nodes
- black hole
- source node
- betweenness centrality
- nodes of a graph
- parent child
- wireless sensor networks
- residual energy
- strongly connected
- generating explanations
- centrality measures
- path length
- finding the shortest path
- edge weights
- shortest path
- search tree
- node failures
- bayesian networks
- aodv routing protocol
- vector space
- dimensionality reduction
- topology control
- sink node
- random walk
- mobile nodes
- minimum cost
- weighted graph
- euclidean space