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Author

Jahid Hasan

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Jul 2026

PipeLens: Identifying Interventions for Resolving Malfunctioning Data Science Pipelines

The objective is to resolve malfunctioning pipelines and improve their utility; PipeLens is introduced, a framework that leverages successful and unsuccessful runs of past pipelines for fixing pipeline malfunctions and provides causally verified root causes and suggestions that rectify malfunctions.

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

Ablation and case-study analyses further confirm that uncertainty calibration, downside-risk scoring, risk memory, explainability, and governance validation jointly improve trustworthy enterprise decision-making.

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

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