Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data.
Changshui ZhangShiliang SunGuoqiang YuPublished in: ISNN (2) (2004)
Keyphrases
- incomplete data
- short term
- traffic flow
- bayesian networks
- long term
- learning bayesian networks
- forecasting model
- missing data
- intelligent transport systems
- road traffic
- cellular automata
- medium term
- traffic flows
- missing values
- travel time
- load forecasting
- traffic congestion
- em algorithm
- short term and long term
- traffic light
- incomplete data sets
- stock market
- long term memory
- wind speed
- graphical models
- power generation
- chaotic time series
- wind power
- structure learning
- short term prediction
- probabilistic model