{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T16:03:23Z","timestamp":1781885003424,"version":"3.54.5"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"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":[[2020,12,1]]},"DOI":"10.1109\/ssci47803.2020.9308404","type":"proceedings-article","created":{"date-parts":[[2021,1,5]],"date-time":"2021-01-05T23:12:38Z","timestamp":1609888358000},"page":"670-677","source":"Crossref","is-referenced-by-count":22,"title":["Taxonomy and Survey of Interpretable Machine Learning Method"],"prefix":"10.1109","author":[{"given":"Saikat","family":"Das","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Namita","family":"Agarwal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Deepak","family":"Venugopal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Frederick T.","family":"Sheldon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sajjan","family":"Shiva","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/UCC-Companion.2018.00057"},{"key":"ref38","article-title":"Learning important features through propagating activation differences","author":"shrikumar","year":"2017","journal-title":"arXiv preprint arXiv 1704 02685"},{"key":"ref33","first-page":"592","article-title":"Explanations based on the missing: Towards contrastive explanations with pertinent negatives","author":"dhurandhar","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2017.1307116"},{"key":"ref31","year":"2020","journal-title":"Random forest interpretation with scikit-learn"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-015-5528-6"},{"key":"ref37","article-title":"Explainable neural networks based on additive index models","author":"vaughan","year":"2018","journal-title":"arXiv preprint arXiv 1806 01933"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0130140"},{"key":"ref35","article-title":"Consistent individualized feature attribution for tree ensembles","author":"lundberg","year":"2018","journal-title":"arXiv preprint arXiv 1802 03395"},{"key":"ref34","first-page":"4765","article-title":"A unified approach to interpreting model predictions","author":"lundberg","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref10","year":"2020","journal-title":"The mythos of model interpretability"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/QRS-C.2019.00090"},{"key":"ref11","article-title":"xai toolkit: Practical, explainable machine learning","author":"flint","year":"2018","journal-title":"White Paper"},{"key":"ref12","year":"2020","journal-title":"Products"},{"key":"ref13","year":"2020","journal-title":"Google Photos Tags Two African-Americans As Gorillas Through Facial Recognition Software"},{"key":"ref14","year":"2020","journal-title":"Watson"},{"key":"ref15","first-page":"394","article-title":"A stealth migration approach to moving target defense in cloud computing","author":"das","year":"2019","journal-title":"Proceedings of the Future Technologies Conference"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1100"},{"key":"ref17","article-title":"Interpreting and explaining deep neural networks for classification of audio signals","author":"becker","year":"2018","journal-title":"arXiv preprint arXiv 1807 03418"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186066"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2018.8591457"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2014.907095"},{"key":"ref4","article-title":"Crime-fighting robot hits, rolls over child at Silicon Valley mall","year":"2020"},{"key":"ref27","first-page":"1189","article-title":"Greedy function approximation: a gradient boosting machine","author":"friedman","year":"2001","journal-title":"Annals of Statistics"},{"key":"ref3","year":"2020","journal-title":"Self-driving uber car kills arizona woman crossing street - reuters"},{"key":"ref6","year":"2020","journal-title":"Amazon&#x2019;s Face Recognition Falsely Matched 28 Members of Congress With Mugshots"},{"key":"ref29","article-title":"Visualizing the effects of predictor variables in black box supervised learning models","author":"apley","year":"2016","journal-title":"arXiv preprint arXiv 1612 08468"},{"key":"ref5","year":"2020","journal-title":"Whoops Alexa Plays Porn Instead of a Kids Song!"},{"key":"ref8","author":"molnar","year":"2019","journal-title":"Interpretable Machine Learning A Guide for Making Black Box Models Explainable"},{"key":"ref7","year":"2020","journal-title":"2010 flash crash"},{"key":"ref2","year":"2020","journal-title":"Tesla driver killed while using autopilot was watching harry potter"},{"key":"ref9","year":"2020","journal-title":"Driverless AI"},{"key":"ref1","first-page":"206","article-title":"Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead","volume":"1","author":"rudin","year":"2019","journal-title":"Nature"},{"key":"ref20","article-title":"Towards an explainable threat detection tool","author":"smith-renner","year":"2019","journal-title":"IUI Workshops"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2018.8553598"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CSCloud-EdgeCom49738.2020.00019"},{"key":"ref24","author":"hall","year":"2019","journal-title":"An Introduction to Machine Learning Interpretability"},{"key":"ref41","first-page":"721","article-title":"A holistic approach for detecting ddos attacks by using ensemble unsupervised machine learning","author":"das","year":"2020","journal-title":"Future of Information and Communication Conference"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2014.23247"},{"key":"ref26","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v32i1.11491","article-title":"Anchors: High-precision model-agnostic explanations","author":"ribeiro","year":"2018","journal-title":"Thirty-Second AAAI Conference on Artificial Intelligence"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"}],"event":{"name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","location":"Canberra, ACT, Australia","start":{"date-parts":[[2020,12,1]]},"end":{"date-parts":[[2020,12,4]]}},"container-title":["2020 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9308061\/9308107\/09308404.pdf?arnumber=9308404","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,10]],"date-time":"2022-12-10T17:31:30Z","timestamp":1670693490000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9308404\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,1]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/ssci47803.2020.9308404","relation":{},"subject":[],"published":{"date-parts":[[2020,12,1]]}}}