Modeling Advection on Directed Graphs using Matérn Gaussian Processes for Traffic Flow.
Danielle C. MaddixNadim SaadYuyang WangPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- traffic flow
- directed graph
- gaussian process
- gaussian process models
- road traffic
- gaussian process regression
- traffic flows
- intelligent transport systems
- traffic congestion
- cellular automata
- hyperparameters
- random walk
- travel time
- directed acyclic graph
- multi task
- covariance function
- model selection
- traffic light
- undirected graph
- web graph
- convex sets
- cross validation