Prediction intervals to account for uncertainties in neural network predictions: Methodology and application in bus travel time prediction.
Ehsan MazloumiGeoff RoseGraham CurrieSara MoridpourPublished in: Eng. Appl. Artif. Intell. (2011)
Keyphrases
- objective function
- prediction intervals
- travel time
- regression model
- confidence level
- neural network
- linear regression model
- road network
- transportation networks
- traffic flow
- vehicle routing problem
- prediction model
- optimal solution
- traffic conditions
- prediction error
- shortest path
- traffic congestion
- traffic data
- regression analysis
- regression methods
- probability distribution
- genetic algorithm
- confidence intervals
- standard deviation
- combinatorial optimization
- knn