ai_systems_landscape_2026

SHAP, LIME, and Beyond

Full Title: SHAP, LIME, and Beyond: Post-Hoc Explanation Methods for Black-Box Models in Healthcare, Finance, and Criminal Justice

Author: Hameem M Mahdi, B.S.C.S., M.S.E., Ph.D.

Corresponding Chapter: Explainable AI — Interactive Architecture Chart

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Status

Manuscript in preparation

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Abstract

Coming soon.

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Contents

publications/08-explainable-ai/
├── README.md          ← You are here
├── data/              ← Datasets, benchmarks, scripts
└── submission/
    ├── osf-pre-print/                     ← OSF Preprints
    └── acm-computing-surveys-peer-review/  ← ACM Computing Surveys

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