Application of locally weighted regression-based approach in correcting erroneous individual vehicle speed data

Because of the quality of raw data being an essential feature in determining the reliability of traffic information, an effective detection and correction of outliers in raw field-collected traffic data has been an interest for many researchers. Global positioning systems (GPS)-based traffic surveil...

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Journal Title: Journal of Advanced Transportation Vol. 50; no. 2; pp. 180 - 196
Authors: Seri Park, Heesub Rim, Cheol Oh, Junhyung Park, Gunwoo Lee
Format: Article
Language: English
Published: 2016