Gaussian Process Decentralized Data Fusion and Active Sensing for Spatiotemporal Traffic Modeling and Prediction in Mobility-on-Demand Systems.
Jie ChenKian Hsiang LowYujian YaoPatrick JailletPublished in: IEEE Trans Autom. Sci. Eng. (2015)
Keyphrases
- data fusion
- gaussian process
- gaussian process models
- gaussian processes
- information fusion
- multi sensor
- multi sensor data fusion
- gaussian process regression
- situation assessment
- distributed systems
- multi source
- regression model
- hyperparameters
- fusion method
- model selection
- multiple sensors
- approximate inference
- data mining
- infrared
- covariance function
- image sequences
- clustering algorithm
- image processing