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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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1 result for “Intra-Risk”

Combining Intra-Risk and Contagion Risk for Enterprise Bankruptcy Prediction Using Graph Neural Networksq-fin.RM

Study combines intra-risk and contagion risk for SME bankruptcy prediction.

problem Predicting bankruptcy risk of SMEs considering both intra-risk and contagion risk.

method Proposes a novel model using Graph Neural Networks to combine intra-risk and contagion risk.

result Model outperforms state-of-the-art methods in bankruptcy prediction.

Graph Neural Networks Enterprise Risk Bankruptcy Prediction Contagion Risk Intra-Risk

2022-02-01abs ↗pdf ↗