Daily OD Demand Prediction in Urban Metro Transit System: A Convolutional LSTM Neural Network with Multi-factor Fusion Channel-wise Attention.
Mingxiang GuZhengyu DuanPublished in: ITSC (2022)
Keyphrases
- neural network
- prediction model
- recurrent neural networks
- public transportation
- prediction accuracy
- network architecture
- meteorological data
- travel time
- back propagation
- chaotic time series
- prediction algorithm
- information fusion
- neural network ensemble
- feed forward
- neural network model
- prediction error
- multi channel
- data fusion
- neural network is trained
- fuzzy logic
- artificial neural networks
- visual attention
- urban areas
- communication channels
- multi layer perceptron
- fusion method
- short term prediction
- elman network
- public transport
- neural nets
- urban planning
- fuzzy neural network
- bp neural network
- sparse coding
- radial basis function
- self organizing maps
- regression model
- pairwise
- genetic algorithm