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arXiv cs.LG · Papers

Deep Activity Model: A Generative Approach for Human Mobility Pattern Synthesis

arXiv:2405.17468v3 Announce Type: replace Abstract: Human mobility plays a crucial role in transportation, urban planning, and public health, but current approaches face important limitations. Existing deep learning models tend to overlook the semantic interdependencies among activities and households and rely on restr