Proactive decisions for Digital Twin

Advancing Temporal Multimodal Multivariate Learning (KDD22) for personalized decision-making by creating digital twin. 

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Projects supported by NSF (No. 1910397, 2106989, 2200590), NASA JPL (No. 1625294, 1646362, 1659540), NCDOT, VDOT, USDOT developed knowledge discovery and data mining to understand large-scale dynamics, extract multi-dimensional spatiotemporal correlations, predict future behaviors, and make intelligent decisions in complex heterogeneous networks applied to active sensing (US Patent 10,743,198) and transfer learning (US Patent 11,046,247).

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