{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T08:37:47Z","timestamp":1771922267003,"version":"3.50.1"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"French Ministry of Higher Education and Research through a doctoral fellowship"},{"name":"EDSYS Doctoral School"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Syst. Man Cybern, Syst."],"published-print":{"date-parts":[[2026,3]]},"DOI":"10.1109\/tsmc.2025.3647272","type":"journal-article","created":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T21:02:38Z","timestamp":1769115758000},"page":"1602-1616","source":"Crossref","is-referenced-by-count":0,"title":["Multidimensional Bayesian Networks for Modeling Complex Systems"],"prefix":"10.1109","volume":"56","author":[{"given":"Quan","family":"Liu","sequence":"first","affiliation":[{"name":"Laboratoire Génie de Production, UTTOP–Université de Toulouse, Tarbes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carmen","family":"Martin","sequence":"additional","affiliation":[{"name":"Laboratoire Génie de Production, UTTOP–Université de Toulouse, Tarbes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ayeley","family":"Tchangani","sequence":"additional","affiliation":[{"name":"Laboratoire Génie de Production, UTTOP–Université de Toulouse, Tarbes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7821-6651","authenticated-orcid":false,"given":"Fran\u00e7ois","family":"P\u00e9r\u00e8s","sequence":"additional","affiliation":[{"name":"Laboratoire Génie de Production, UTTOP–Université de Toulouse, Tarbes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Object-oriented Bayesian networks","author":"Koller","year":"2013","journal-title":"arXiv:1302.1554"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-25945-9_45"},{"key":"ref3","article-title":"Object oriented Bayesian networks a framework for topdown specification of large Bayesian networks and repetitive structures","author":"Bangs\u00f8","year":"2000"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ictai56018.2022.00209"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2017.00185"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1177\/1748006x17753026"},{"key":"ref7","first-page":"7","article-title":"Object-oriented dynamic Bayesian network-templates for modelling mechatronic systems","volume-title":"Proc. 13th Int. Workshop Princ. Diagnosis","author":"Renninger"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/access.2018.2810386"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2005.03.006"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/imcom60618.2024.10418370"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1023\/a:1016769618900"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ickea.2016.7803030"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ictai59109.2023.00040"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2011.08.003"},{"key":"ref15","first-page":"164","article-title":"Lossless decomposition of Bayesian networks","volume-title":"Proc. 20th Int. Florida Artif. Intell. Res. Soc. Conf.","author":"Wu"},{"key":"ref16","first-page":"101","article-title":"An object-oriented dynamic Bayesian decision network model for grassla nds adaptive management","volume-title":"Proc. 11th UAI Conf. Bayesian Modeling Appl. Workshop","author":"Woodberry"},{"key":"ref17","first-page":"153","article-title":"The use of dynamic object oriented Bayesian networks in reliability assessment: A case study","volume-title":"Recent Advances in Maintenance and Infrastructure Management","author":"Borgia","year":"2009"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28942-2_34"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.08.089"},{"key":"ref20","first-page":"9","article-title":"Ontology-based generation of object oriented Bayesian networks","volume-title":"Proc. BMAW","author":"Ishak"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/codit55151.2022.9804150"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2012.04.004"},{"key":"ref23","article-title":"Structured probabilistic inference in object-oriented probabilistic graphical models","author":"Torti","year":"2012"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-7022-3_8"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/tsmcb.2005.861862"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.spasta.2021.100529"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3516523"},{"key":"ref28","first-page":"77","article-title":"An object-oriented spatial and temporal Bayesian network for managing willows in an American heritage river catchment","volume-title":"Proc. UAI Appl. Workshops","author":"Wilkinson"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/int.22611"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09858-x"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2015.10.003"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106673"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1111\/1468-5973.12316"}],"container-title":["IEEE Transactions on Systems, Man, and Cybernetics: Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221021\/11406735\/11361271.pdf?arnumber=11361271","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T07:31:52Z","timestamp":1771918312000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11361271\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3]]},"references-count":33,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tsmc.2025.3647272","relation":{},"ISSN":["2168-2216","2168-2232"],"issn-type":[{"value":"2168-2216","type":"print"},{"value":"2168-2232","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3]]}}}