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#Explainability

2 articles tagged with #Explainability

November 12, 2025

Machine Learning in Accounting: Concepts, Pitfalls, and Practical Pathways

A research-driven exploration of how ML can augment accounting — from invoice intelligence to anomaly screening — with governance, explainability, and audit-ready design.

machine-learning accounting fintech +2 more

Bridging Finance and AI: A Rigorous Approach to Machine Learning in German Accounting

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November 12, 2025

Bridging Finance and AI: A Rigorous Approach to Machine Learning in German Accounting

An in-depth exploration of applying modern ML techniques to German accounting workflows—covering document AI, anomaly detection, forecasting, and GoBD compliance with reproducible examples and audit-ready practices.

accounting machine-learning gobd +6 more

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#Explainability

Machine Learning in Accounting: Concepts, Pitfalls, and Practical Pathways

Bridging Finance and AI: A Rigorous Approach to Machine Learning in German Accounting

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