{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T16:23:58Z","timestamp":1774542238472,"version":"3.50.1"},"reference-count":28,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"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":["Computer"],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.1109\/mc.2022.3233806","type":"journal-article","created":{"date-parts":[[2023,4,10]],"date-time":"2023-04-10T19:08:35Z","timestamp":1681153715000},"page":"50-60","source":"Crossref","is-referenced-by-count":14,"title":["A Trustworthy View on Explainable Artificial Intelligence Method Evaluation"],"prefix":"10.1109","volume":"56","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5311-953X","authenticated-orcid":false,"given":"Ding","family":"Li","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, Concordia University, Montr&#x00E9;al, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6747-8151","authenticated-orcid":false,"given":"Yan","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Concordia University, Montr&#x00E9;al, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Concordia University, Montr&#x00E9;al, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0403-3112","authenticated-orcid":false,"given":"Zerui","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Concordia University, Montr&#x00E9;al, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1-sidebar1","volume-title":"Interpretable machine learning","author":"Molnar","year":"2020"},{"key":"ref2-sidebar1","article-title":"Deep inside convolutional networks: Visualising image classification models and saliency maps","author":"Simonyan","year":"2014"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.012"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1126\/science.abg1834"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.319"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ijcnn48605.2020.9206626"},{"key":"ref5","volume-title":"Jacobgil\/pytorch-grad-cam: Advanced AI explainability for computer vision. support for CNNS, vision transformers, classification, object detection, segmentation, image similarity and more","year":"2021"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/wacv.2018.00097"},{"key":"ref7","article-title":"Axiom-based grad-cam: Towards accurate visualization and explanation of CNNS","author":"Fu","year":"2020"},{"key":"ref8","article-title":"HiResCAM: Faithful location representation in visual attention for explainable 3D medical image classification","author":"Draelos","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3471158.3472241"},{"key":"ref10","article-title":"Visualizing deep neural network decisions: Prediction difference analysis","author":"Zintgraf","year":"2017"},{"key":"ref11","first-page":"1","article-title":"CXPlain: Causal explanations for model interpretation under uncertainty","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Schwab","year":"2019"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref13","first-page":"4768","article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Lundberg","year":"2017"},{"key":"ref14","volume-title":"Contributions to the Theory of Games","volume":"2","author":"Kuhn","year":"1953"},{"key":"ref15","article-title":"To trust or not to trust a regressor: Estimating and explaining trustworthiness of regression predictions","author":"de Bie","year":"2021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10050593"},{"key":"ref17","volume-title":"XAISec - Explainable AI security: An early discussion paper on new multidisciplinary subfield in pursuit of building trust in security of AI systems","author":"Parmar","year":"2021"},{"key":"ref18","first-page":"1","article-title":"Reasoning with counterfactual explanations for code vulnerability detection and correction","volume-title":"Proc. CEUR Workshop","author":"Wikekoon","year":"2021"},{"key":"ref19","first-page":"5753","article-title":"XLNet: Generalized autoregressive pretraining for language understanding","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Yang","year":"2019"},{"issue":"209","key":"ref20","first-page":"1","article-title":"Explaining by removing: A unified framework for model explanation","volume":"22","author":"Covert","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772749"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s40745-015-0040-1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-73003-5_196"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.90"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/iccv.2017.74"},{"key":"ref26","volume-title":"Allenai\/s2search: The semantic scholar search reranker","year":"2020"}],"container-title":["Computer"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/2\/10098125\/10098190.pdf?arnumber=10098190","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T01:35:21Z","timestamp":1710380121000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10098190\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4]]},"references-count":28,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/mc.2022.3233806","relation":{},"ISSN":["0018-9162","1558-0814"],"issn-type":[{"value":"0018-9162","type":"print"},{"value":"1558-0814","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4]]}}}