Streaming Graph Embeddings via Incremental Neighborhood Sketching.
Dingqi YangBingqing QuJie YangLiang WangPhilippe Cudré-MaurouxPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- neighborhood graph
- neighborhood structure
- data streams
- random walk
- graph theory
- graph representation
- spanning tree
- minimal spanning tree
- real time
- weighted graph
- incremental learning
- manifold learning
- connected components
- graph structure
- directed acyclic graph
- graph partitioning
- bipartite graph
- graph construction
- graph laplacian
- end to end
- dimensionality reduction
- affinity graph
- sketch recognition
- graph based algorithm
- structured data
- vector space
- graph theoretic
- graph mining
- euclidean space