Arie N. Arya

Hierarchical Graph Learning for Stock Market Prediction Via a Domain-Aware Graph Pooling Operator

The utility of Graph Neural Networks (GNN) for the paradigm of forecasting short-term stock price movements is investigated. In particular, a finance-specific graph pooling operation, referred to as StockPool, is introduced to efficiently coarsen the stock graph. This is achieved by employing domain…