FinGAT: Financial Graph Attention Networks for Recommending Top-$K$K Profitable Stocks.
Yi-Ling HsuYu-Che TsaiCheng-Te LiPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- stock market
- financial data
- stock price
- proximity search
- graph structures
- financial markets
- edge weights
- average degree
- dow jones
- directed graph
- random walk
- complex networks
- graph matching
- trading strategies
- graph structure
- dynamic networks
- social graphs
- structured data
- directed edges
- social networks
- degree distribution
- network size
- protein interaction networks
- decision making
- small world
- graph mining
- directed acyclic graph
- connected components
- network analysis
- graph theory
- database systems
- graph theoretic
- recommender systems
- query processing
- financial ratios
- network structure
- link prediction
- community discovery
- stock exchange
- fully connected
- functional modules
- graph model
- biological networks
- path length