Clustering uncertain trajectories

@article{Pelekis2010ClusteringUT,
  title={Clustering uncertain trajectories},
  author={Nikos Pelekis and Ioannis Kopanakis and Evangelos E. Kotsifakos and Elias Frentzos and Yannis Theodoridis},
  journal={Knowledge and Information Systems},
  year={2010},
  volume={28},
  pages={117-147}
}
Knowledge discovery in Trajectory Databases (TD) is an emerging field which has recently gained great interest. On the other hand, the inherent presence of uncertainty in TD (e.g., due to GPS errors) has not been taken yet into account during the mining process. In this paper, we study the effect of uncertainty in TD clustering and introduce a three-step approach to deal with it. First, we propose an intuitionistic point vector representation of trajectories that encompasses the underlying… CONTINUE READING
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