Prediction method of shared bicycle traffic based on Prophet-BiLSTM combined model.
Gang YangHaiming LiPublished in: ICIT (2022)
Keyphrases
- prediction model
- statistical model
- probabilistic model
- mathematical model
- optimization method
- predictive model
- cost function
- similarity measure
- test data
- linear model
- classification method
- input data
- bayesian framework
- objective function
- study proposes
- significant improvement
- prior knowledge
- high accuracy
- evaluation method
- bp neural network
- prior information
- high order
- prediction algorithm
- energy function
- prediction accuracy
- theoretical analysis
- regression analysis
- network model
- gaussian distribution
- computational complexity
- parameter space
- parameter estimation
- sensitivity analysis
- markov model
- kalman filter
- linear regression model
- hybrid method
- image segmentation
- modeling method
- evaluation model
- hybrid model
- monte carlo simulation
- recognition algorithm
- statistical methods
- closed form
- segmentation method
- model selection
- em algorithm
- support vector machine
- probability distribution