A Graph Resilience Metric Based On Paths: Higher Order Analytics With GPU.
Georgios DrakopoulosXenophon LiapakisGiannis TzimasPhivos MylonasPublished in: ICTAI (2018)
Keyphrases
- higher order
- path length
- real time
- higher order relations
- random walk
- learning analytics
- graph representation
- markov random field
- natural images
- pairwise
- data analysis
- business intelligence
- graphics hardware
- data management
- spanning tree
- graph model
- bipartite graph
- directed graph
- metric space
- parallel implementation
- evaluation metrics
- data mining
- shortest path
- case study
- graph matching
- distance metric
- conditional random fields
- structured data
- graph databases
- missing data
- parallel computing
- distance measure
- edge weights
- general purpose
- data sources
- lower order
- gpu accelerated