Predictor fusion for short-term traffic forecasting

Author:

Guo Fangce,Polak John W.,Krishnan RajeshORCID

Funder

Transport for London

CoSy Academic Engagement Programme

oneTRANSPORT

UK Engineering and Physical Sciences Research Council

Publisher

Elsevier BV

Subject

Computer Science Applications,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference48 articles.

1. Abdulhai, B., Porwal, H., Recker, W., 1999. Short-term freeway traffic flow prediction using genetically optimized time-delay-based neural networks. In: Proceedings of the 87th Annual Meeting of the Transportation Research Board Washington D.C., USA.

2. Fast meta-models for local fusion of multiple predictive models;Bonissone;Appl. Soft Computing.,2011

3. Time Series Analysis: Forecasting and Control;Box,1970

4. Random forests;Breiman;Mach. Learn.,2001

5. Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions;Castro-Neto;Expert Syst. Appl.,2009

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