期刊论文

Cao, JD

英文

Information Sciences

0020-0255

2025

700

121824

10.1016/j.ins.2024.121824

CRediT authorship contribution statement Chuangxia Huang: Writing – review & editing, Writing – original draft, Visualization, Validation, Supervision, Resources, Project administration, Methodology, Investigation, acquisition, Formal analysis, Data curation, Conceptualization. Yaqian Cai: Writing – review & editing, Writing – original draft, Visualization, Validation, Supervision, Software, Resources, Project administration, Methodology, Investigation, Formal analysis, Data curation, Conceptualization. Jinde Cao: Writing –

本校为其他机构

One of the fundamental issues in predicting firm performance from the perspective of complex systems is how to accurately construct stock networks. Most stock network-based research is mainly limited to traditional econometric models, which suffer from being pairwise, linear, or low-dimensionality. Literature dealing with this issue from the perspective of machine learning seems to be scarce; such investigations are, however, particularly relevant for corporate governance. Using a sample of listed firms in the Chinese A-share market from 2006 to 2021, this paper constructs directed-weighted ne...