{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T17:51:43Z","timestamp":1772301103080,"version":"3.50.1"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"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":[[2021,10,31]]},"DOI":"10.1109\/isncc52172.2021.9615727","type":"proceedings-article","created":{"date-parts":[[2021,11,25]],"date-time":"2021-11-25T15:32:15Z","timestamp":1637854335000},"page":"1-6","source":"Crossref","is-referenced-by-count":11,"title":["Interpretable Machine Learning: A Case Study of Healthcare"],"prefix":"10.1109","author":[{"given":"Feyza Yildirim","family":"Okay","sequence":"first","affiliation":[]},{"given":"Mustafa","family":"Yildirim","sequence":"additional","affiliation":[]},{"given":"Suat","family":"Ozdemir","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3233547.3233667"},{"key":"ref11","article-title":"Explainable ai meets healthcare: A study on heart disease dataset","author":"dave","year":"2020","journal-title":"arXiv preprint arXiv 2011 00177"},{"key":"ref12","first-page":"59","article-title":"Data mining and machine learning approaches and technologies for diagnosing diabetes in women","author":"alaoui","year":"2019","journal-title":"International Conference on Big Data and Networks Technologies"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-19823-7_34"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2870052"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2018.00018"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2166966.2166996"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.5121\/csit.2020.101516"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-65965-3_28"},{"key":"ref19","first-page":"5491","article-title":"Problems with shapley-value-based explanations as feature importance measures","author":"elizabeth kumar","year":"2020","journal-title":"International Conference on Machine Learning"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8080832"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1379"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3372855"},{"key":"ref5","article-title":"Interpretability in healthcare: A comparative study of local machine learning interpretability techniques","author":"elshawi","year":"2020","journal-title":"Computational Intelligence"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/make3030037"},{"key":"ref7","article-title":"Dlime: a deterministic local interpretable model-agnostic explanations approach for computer-aided diagnosis systems","author":"zafar","year":"2019","journal-title":"arXiv preprint arXiv 1906 10026"},{"key":"ref2","author":"molnar","year":"2020","journal-title":"Interpretable Machine Learning"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3359786"},{"key":"ref9","first-page":"1","article-title":"Assessing and comparing interpretability techniques for artificial neural networks breast cancer classication","author":"hakkoum","year":"2021","journal-title":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1021\/ci034160g"},{"key":"ref22","article-title":"Experiments with a new boosting algorithm","author":"freund","year":"1996","journal-title":"proceeding of the thirteen international conference on machine learning 1996 san francisco edited by Saitta l"},{"key":"ref21","first-page":"272","article-title":"Random forests and decision trees","volume":"9","author":"ali","year":"2012","journal-title":"International Journal of Computer Science issues (IJCSI)"},{"key":"ref24","article-title":"A unified approach to interpreting model predictions","author":"lundberg","year":"2017","journal-title":"arXiv preprint arXiv 1705 07874"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(01)00065-2"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"}],"event":{"name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","location":"Dubai, United Arab Emirates","start":{"date-parts":[[2021,10,31]]},"end":{"date-parts":[[2021,11,2]]}},"container-title":["2021 International Symposium on Networks, Computers and Communications (ISNCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9615623\/9615626\/09615727.pdf?arnumber=9615727","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T12:52:46Z","timestamp":1652187166000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9615727\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,31]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/isncc52172.2021.9615727","relation":{},"subject":[],"published":{"date-parts":[[2021,10,31]]}}}