Using improved gradient-boosted decision tree algorithm based on Kalman filter (GBDT-KF) in time series prediction.
Ling LiSida DaiZhiwei CaoJinghui HongShu JiangKunmeng YangPublished in: J. Supercomput. (2020)
Keyphrases
- kalman filter
- decision tree algorithm
- kalman filtering
- decision trees
- state estimation
- particle filter
- target tracking
- object tracking
- classification rules
- non stationary
- cost sensitive
- neural network model
- state space model
- extended kalman filter
- classification models
- artificial neural networks
- mean shift
- particle filtering
- neuro fuzzy
- neural network
- feature space
- computer vision