Ensemble-Based Method for Task 2: Predicting Traffic Jam

In this paper, we describe our solution for ICDM 2010 Contest Task 2 (Jams), where the task is to predict future where the next traffic jams will occur in morning rush hour, given data gathered during the initial phase of this peak period. Our solution, which is based on an ensemble approach, finish...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Jingrui He, Qing He, Swirszcz, G, Kamarianakis, Y, Lawrence, R, Wei Shen, Wynter, L
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	cross validation Data models Driver circuits ensemble Jamming Nearest neighbor searches nearest-neighbor Roads Servers Training
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