{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T09:46:11Z","timestamp":1775727971034,"version":"3.50.1"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,5,31]],"date-time":"2023-05-31T00:00:00Z","timestamp":1685491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,5,31]],"date-time":"2023-05-31T00:00:00Z","timestamp":1685491200000},"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":[[2023,5,31]]},"DOI":"10.23919\/acc55779.2023.10155823","type":"proceedings-article","created":{"date-parts":[[2023,7,3]],"date-time":"2023-07-03T17:48:03Z","timestamp":1688406483000},"page":"1889-1894","source":"Crossref","is-referenced-by-count":7,"title":["Application of eXplainable AI and causal inference methods to estimation algorithms in networks of dynamic systems"],"prefix":"10.23919","author":[{"given":"Darya","family":"Biparva","sequence":"first","affiliation":[{"name":"University of Minnesota,Department of Electrical and Computer Engineering,Minneapolis,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Donatello","family":"Materassi","sequence":"additional","affiliation":[{"name":"University of Minnesota,Department of Electrical and Computer Engineering,Minneapolis,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MED.2016.7535992"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.07.014"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(76)90076-5"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511813658"},{"key":"ref11","article-title":"A value for n-person games","volume":"69","author":"shapley","year":"1997","journal-title":"Classics in Game Theory"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0109-1"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.327"},{"key":"ref17","first-page":"1","article-title":"A collection of large-scale benchmark models for nonlinear model order reduction","author":"rafiq","year":"2022","journal-title":"Archives of Computational Methods in Engineering"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46618-7_3"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2012.02.017"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/10580530.2020.1849465"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2012.2183170"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.928114"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2022.3145305"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2013.07.011"},{"key":"ref20","volume":"2","author":"oppenheim","year":"2001","journal-title":"Discrete-Time Signal Processing"},{"key":"ref22","first-page":"168","article-title":"Learning dynamic bayesian networks","author":"ghahramani","year":"1997","journal-title":"International School on Neural Networks Initiated by IIASS and EMFCSC"},{"key":"ref21","author":"kailath","year":"2000","journal-title":"Linear Estimation"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2020.2989261"},{"key":"ref27","author":"pearl","year":"1988","journal-title":"Probabilistic Reasoning in Intelligent Systems Networks of Plausible Inference"},{"key":"ref8","article-title":"Explainable artificial intelligence approaches: A survey","author":"islam","year":"2021"},{"key":"ref7","author":"pearl","year":"2018","journal-title":"The Book of Why The New Science of Cause and Effect"},{"key":"ref9","article-title":"A unified approach to interpreting model predictions","volume":"30","author":"lundberg","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1177\/20539517221082027"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ISTAS48451.2019.8937920"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.bja.2020.07.040"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1001\/jamainternmed.2018.3763"}],"event":{"name":"2023 American Control Conference (ACC)","location":"San Diego, CA, USA","start":{"date-parts":[[2023,5,31]]},"end":{"date-parts":[[2023,6,2]]}},"container-title":["2023 American Control Conference (ACC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10155646\/10155787\/10155823.pdf?arnumber=10155823","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,11]],"date-time":"2023-12-11T19:01:42Z","timestamp":1702321302000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10155823\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,31]]},"references-count":28,"URL":"https:\/\/doi.org\/10.23919\/acc55779.2023.10155823","relation":{},"subject":[],"published":{"date-parts":[[2023,5,31]]}}}