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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Xiaoqian Lin

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Open access Jul 2026

An Explainable Machine Learning Framework for Early Warning of Profitability Downside Risk in Listed Companies

An explainable machine learning framework to identify listed companies with high next-year profitability downside risk is developed and results indicate that revenue growth, operating margin, leverage, ROA, operating cash flow growth, and stock volatility are the main risk drivers.

Xiaoqian Lin · 0 citations

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