FinGAT: Financial Graph Attention Networks for Recommending Top-$K$K Profitable Stocks.

Yi-Ling Hsu Yu-Che Tsai Cheng-Te Li

Published 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