{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T05:56:49Z","timestamp":1767679009656,"version":"3.48.0"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/aiccsa66935.2025.11315251","type":"proceedings-article","created":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T18:35:55Z","timestamp":1767638155000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["Beyond the Black Box: A Hybrid SHAP-LIME Approach for Transparent and Explainable Deep Neural Networks"],"prefix":"10.1109","author":[{"given":"Zina","family":"Tayari","sequence":"first","affiliation":[{"name":"University of Gabes,Research Team in Intelligent Machines National Engineering School of Gabes,Gabes,TUNISIA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mourad","family":"Zaied","sequence":"additional","affiliation":[{"name":"University of Gabes,Research Team in Intelligent Machines National Engineering School of Gabes,Gabes,TUNISIA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.58248\/pn633"},{"key":"ref2","first-page":"45","article-title":"Recent Advances in Explainable AI","volume":"67","author":"Yang","year":"2023","journal-title":"Journal of Artificial Intelligence Research"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0048-x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3321\/j.issn:0529-6579.2007.z1.029"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"issue":"12","key":"ref7","first-page":"1453","article-title":"A Hybrid SHAP-LIME Framework for Explainable AI","volume":"33","author":"Bhatt","year":"2022","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"article-title":"Exploring the Sensitivity of LIME","volume-title":"International Conference on Artificial Intelligence and Statistics (AISTATS)","author":"Garreau","key":"ref8"},{"article-title":"Towards Trustworthy AI: Integrating SHAP and LIME for Robust Explainability","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","author":"Wang","key":"ref9"},{"key":"ref10","first-page":"118765","article-title":"Explainable AI: Hybrid Methods for Model Interpretability","volume":"211","author":"Jeyakumar","year":"2023","journal-title":"Expert Systems with Applications"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3090474"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107942"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3107056"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics12081833"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105032"},{"key":"ref16","article-title":"A Unified Approach to Interpreting Model Predictions","volume":"30","author":"Lundberg","year":"2017","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref17","article-title":"Why Should I Trust You?","author":"Ribeiro","year":"2016","journal-title":"Explaining the Predictions of Any Classifier"},{"article-title":"Oasis Alzheimer Dataset, Kaggle","year":"2024","author":"Sharma","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-022-06762-0"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/icics52457.2021.9464543"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-49186-4_26"}],"event":{"name":"2025 IEEE\/ACS 22nd International Conference on Computer Systems and Applications (AICCSA)","start":{"date-parts":[[2025,10,19]]},"location":"Doha, Qatar","end":{"date-parts":[[2025,10,22]]}},"container-title":["2025 IEEE\/ACS 22nd International Conference on Computer Systems and Applications (AICCSA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11315137\/11315140\/11315251.pdf?arnumber=11315251","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T05:51:58Z","timestamp":1767678718000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11315251\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/aiccsa66935.2025.11315251","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}