Hasan Özekin

Spatio-Temporal Time Series Forecasting with Graph-Enhanced Embeddings

Spatio-temporal time series forecasting is an important task in many areas such as traffic networks, environmental monitoring, and social networks. The goal is to predict future values of signals on the nodes of a graph using past observations. Current temporal encoding methods assume that temporal patterns are the sam...