Traffic pattern mining and forecasting technologies in maritime traffic service networks: A comprehensive survey

Z **
W **ng, J Wang, K Zhou, H Li, Y Li, Z Yang - Ocean Engineering, 2023 - Elsevier
Accurate vessel traffic flow (VTF) prediction can enhance navigation safety and economic
efficiency. To address the challenge of the inherently complex and dynamic growth of the …

TPFlow: Progressive partition and multidimensional pattern extraction for large-scale spatio-temporal data analysis

D Liu, P Xu, L Ren - IEEE transactions on visualization and …, 2018 - ieeexplore.ieee.org
Consider a multi-dimensional spatio-temporal (ST) dataset where each entry is a numerical
measure defined by the corresponding temporal, spatial and other domain-specific …