financial risk modeling

AntTech

Oct 26, 2024 · Artificial Intelligence

CCF Technology Achievement Awards Recognize Ant Group’s Advances in AI‑Driven Financial Risk Modeling and Edge Intelligence for Alipay

The 2024 CCF Technology Achievement Awards honored Ant Group’s two projects—complex behavior modeling for digital inclusive finance security and Alipay terminal intelligent technology—highlighting their AI‑driven risk control, edge inference innovations, extensive research output, and large‑scale real‑world deployments.

AlipayAnt GroupArtificial Intelligence

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CCF Technology Achievement Awards Recognize Ant Group’s Advances in AI‑Driven Financial Risk Modeling and Edge Intelligence for Alipay

DataFunTalk

Sep 17, 2021 · Artificial Intelligence

Interpretable Machine Learning: Methods, Tools, and Financial Applications

This article introduces the importance of model interpretability, reviews common explanation techniques such as model‑specific and model‑agnostic methods, global and local analyses, partial dependence plots, ICE, ALE, and tools like LIME and SHAP, and demonstrates their practical use in anti‑fraud and device‑classification scenarios within a financial‑technology context.

LIMESHAPfinancial risk modeling

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Interpretable Machine Learning: Methods, Tools, and Financial Applications