•Four new incremental learning algorithms for location prediction is proposed.•These algorithms are applied for pickup/drop-off prediction of GPS taxi datasets.•Efficiency of these algorithms are compared against some well-known methods.•MMR is the best method in terms of prediction accuracy.•SSR method is found to be the best performer considering accuracy-time trade off.
Transportation Research Part C: Emerging Technologies – Elsevier
Published: Jul 1, 2018
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