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Bayesian Dynamic Linear Model with Adaptive Parameter Estimation for Short-Term Travel Speed Prediction

Bayesian dynamic linear model is a promising method for time series data analysis and short-term forecasting. One research issue concerns how the predictive model adapts to changes in the system, especially when shocks impact system behavior. In this study, we propose an adaptive dynamic linear mode...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Tai-Yu Ma, Yoann Pigné
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Wiley 2019-01-01
Cyfres:Journal of Advanced Transportation
Mynediad Ar-lein:http://dx.doi.org/10.1155/2019/5314520
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!