J Feng, Y Li, C Zhang, F Sun, F Meng, A Guo… - Proceedings of the 2018 …, 2018 - dl.acm.org
… Our results demonstrate that DeepMove outperforms state-of-the-art mobilityprediction mod… intuitive explanations into the prediction and sheds light on interpretable mobilityprediction. …
SK Ghosh, S Ghosh - … on Systems, Man, and Cybernetics (SMC …, 2018 - ieeexplore.ieee.org
… movement behaviour and predicting next location are non-trivial tasks. We consider the human mobility pattern modeling and predicting … confluence of movement history (GPS traces) …
B Prabhala, T La Porta - 2015 IEEE Conference on Computer …, 2015 - ieeexplore.ieee.org
… user movements and utilizing available semantic information, prediction algorithms can achieve higher accuracies. For example, based on a user’s mobilitytraces, we can predict lunch …
… We also find that false-positive predictions can be reduced by adaptive use of mobility … prediction accuracy and cost of several mobility models using long-term user traces (Section V). …
… The main goal of this work is to evaluate the performance of movementprediction-based models in terms of their efficiency and effectiveness for VANETs. We compare and evaluate the …
RA Stegmann, I Žliobaitė, T Tolvanen… - … : Data Mining and …, 2018 - Wiley Online Library
… We start with a discussion on the basic characteristics of data used in mobility analysis, route and destination prediction, and the terminology used in this research domain, to provide a …
… prediction system which exploits the individual systematic behaviors modeled by mobility profiles to predict human movements… uses only the user individual mobility profile, the collective …
A Crivellari, E Beinat - Sustainability, 2020 - mdpi.com
… of human mobility analysis, the problem of motion prediction … prediction problem, focusing on large-scale mobilitytraces of … and temporal regularity, making prediction analysis based on …
… [5], [6], human trace identification [7], traffic forecasting [8], emergency management [9], etc. Human mobilityprediction, which aims to predict where a user will arrive in the near future, is …