Evaluating the quality of graph embeddings via topological feature reconstruction.
Stephen BonnerJohn BrennanIbad KureshiGeorgios TheodoropoulosAndrew Stephen McGoughBoguslaw ObaraPublished in: IEEE BigData (2017)
Keyphrases
- high quality
- point distribution
- connected components
- image reconstruction
- graph theory
- directed graph
- feature vectors
- vector representation
- random walk
- vector space
- topological information
- higher quality
- reconstruction method
- quality assessment
- face recognition
- reconstruction quality
- discrete tomography
- topological features
- topological map
- directed acyclic graph
- weighted graph
- bipartite graph
- image features