Keyphrases
Passenger Demand
100%
Deep Learning Methods
100%
On-demand Ride Services
100%
Short-term Forecasting
100%
Spatiotemporal Deep Learning
100%
Convolutional Long Short-term Memory (ConvLSTM)
75%
Root Mean Square Error
50%
Explanatory Variables
50%
Feature Selection
50%
Long Short-term Memory
50%
Spatio-temporal Correlation
50%
Storage Layer
50%
Passenger Demand Forecasting
50%
Time Rate
25%
Prediction Accuracy
25%
China
25%
Travel Time
25%
Hangzhou
25%
Artificial Neural Network
25%
Performance Prediction
25%
Weather Conditions
25%
Training Time
25%
Machine Learning Algorithms
25%
Time Series Forecasting Model
25%
Deep Learning
25%
Exogenous Variables
25%
Classical Times
25%
Spatial Dependence
25%
Learning Architecture
25%
Didi Chuxing
25%
Spatiotemporal Characteristics
25%
Random Forest
25%
XGBoost
25%
Learning Study
25%
Temporal Dependence
25%
Convolutional
25%
Long Short-term Memory Network
25%
Convolutional Layer
25%
Computer Science
Deep Learning Method
100%
Learning Approach
100%
Long Short-Term Memory Network
60%
Service Platform
60%
Lstm
60%
Feature Selection
40%
Root Mean Squared Error
40%
Explanatory Variable
40%
Temporal Correlation
40%
Feature Extraction
40%
Prediction Model
20%
Machine Learning Algorithm
20%
Convolutional Neural Network
20%
Series Prediction
20%
Temporal Characteristic
20%
Random Decision Forest
20%
XGBoost
20%
forecasting accuracy
20%
Predictive Performance
20%
Experimental Result
20%
Convolutional Layer
20%
Exogenous Variable
20%
Artificial Neural Network
20%
Weather Condition
20%
Engineering
Learning Approach
100%
Deep Learning Method
100%
Service Platform
60%
Long Short-Term Memory
60%
Lstm
60%
Demand Forecasting
40%
Feature Extraction
40%
Root-Mean-Squared Error
40%
Experimental Result
20%
Great Importance
20%
Temporal Correlation
20%
Random Forest
20%
Convolutional Layer
20%
Spatiotemporal Characteristic
20%
Machine Learning Algorithm
20%
Artificial Neural Network
20%
Convolutional Neural Network
20%
Economics, Econometrics and Finance
Travel Time
100%
Time Series
100%
Machine Learning
100%