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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jahid Hasan

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Jul 2026

PipeLens: Identifying Interventions for Resolving Malfunctioning Data Science Pipelines

Data is a critical component of modern decision-making systems; system malfunctions (e.g., performance degradation and module failure) can often be traced back to a mismatch between the properties of the data and the assumptions of the system modules that process the data. For example, with the increasing use of open-s...

Jahid Hasan, Stanley Jiang, T. Singh et al. · 0 citations
#explainable ai Jul 2026

TRUST-ESD: A Risk-Calibrated and Governance-Aware AI Framework for Enterprise Strategic Decision Support Under Uncertainty

Enterprise strategic decision support requires AI systems that are not only accurate, but also uncertainty-aware, risk-calibrated, explainable, and governance-compliant. This paper proposes TRUST-ESD, a risk-calibrated and governance-aware framework for enterprise decision support under uncertainty. TRUST-ESD evaluates...

Tian Qiu, Li Yan, Mahabubur Rahman Miraj et al. · 0 citations

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