151 citations · 650 across the 34 of their papers we have counts for
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cs.LG2020★ 24 cited
MPE: A Mobility Pattern Embedding Model for Predicting Next Locations
Meng Chen, Xiaohui Yu, Yang Liu
The wide spread use of positioning and photographing devices gives rise to a deluge of traffic trajectory data (e.g., vehicle passage records and taxi trajectory data), with each r…
cs.AI2020★ 120 cited
NLPMM: a Next Location Predictor with Markov Modeling
Meng Chen, Yang Liu, Xiaohui Yu
In this paper, we solve the problem of predicting the next locations of the moving objects with a historical dataset of trajectories. We present a Next Location Predictor with Mark…