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. · Proceedings of the VLDB Endo... · 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. · arXiv.org · 0 citations