A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

Pinlong Cai; Yunpeng Wang; Guangquan Lu; Peng Chen; Chuan Ding; Jianping Sun

doi:10.1016/j.trc.2015.11.002

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A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

Pinlong Cai Yunpeng Wang Guangquan Lu Peng Chen Chuan Ding Jianping Sun

Year: 2015 Journal: Transportation Research Part C Emerging Technologies Vol: 62 Pages: 21-34 Publisher: Elsevier BV

DOI: 10.1016/j.trc.2015.11.002

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Keywords:

k-nearest neighbors algorithm Computer science Euclidean distance Term (time) Data mining Gaussian Time series Artificial intelligence Pattern recognition (psychology) Machine learning

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Topics

Traffic Prediction and Management Techniques

Physical Sciences → Engineering → Building and Construction

Transportation Planning and Optimization

Social Sciences → Social Sciences → Transportation

Human Mobility and Location-Based Analysis

Social Sciences → Social Sciences → Transportation

A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

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Citation History

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