Department of Electrical and Computer Engineering, Princeton University; Lawrence Berkeley National Laboratory; Department of Mathematical Sciences, University of Texas at Dallas; Jet Propulsion Laboratory, Caltech; Department of Mathematical Sciences, University of Texas at Dallas; National Science Foundation; Department of Mathematical Sciences, University of Texas at Dallas
Yuzhou Chen, Ignacio Segovia-Dominguez, Baris Coskunuzer, Yulia Gel
topological data analysis;multipersistence;graph convolutional networks;supragraph diffusion;multivariate time series forecasting
TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting