{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T06:26:13Z","timestamp":1762323973828,"version":"3.41.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2017,10,1]],"date-time":"2017-10-01T00:00:00Z","timestamp":1506816000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Laboratory of Excellence \u201cACTION\u201d","award":["ANR-11-LABX-01-01"],"award-info":[{"award-number":["ANR-11-LABX-01-01"]}]},{"name":"SMART COMPOSITES"},{"name":"Bpifrance Financement, R\u00e9gion Franche-Comt\u00e9"},{"name":"EVIdence-based PROgnostics project"},{"name":"Projet Exploratoire Premier Soutien - CNRS"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Fuzzy Syst."],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/tfuzz.2016.2598361","type":"journal-article","created":{"date-parts":[[2016,8,5]],"date-time":"2016-08-05T18:24:19Z","timestamp":1470421459000},"page":"1102-1114","source":"Crossref","is-referenced-by-count":7,"title":["Inference and Learning in Evidential Discrete Latent Markov Models"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1744-7453","authenticated-orcid":false,"given":"Emmanuel","family":"Ramasso","sequence":"first","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"1655","article-title":"Convergence of the EM algorithm for Gaussian mixtures with unbalanced mixing coefficients","author":"naim","year":"2012","journal-title":"Proc 29th Int Conf Mach Learn"},{"article-title":"A gentle tutorial on the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models","year":"1997","author":"bilmes","key":"ref38"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1016\/j.ymssp.2016.03.022","article-title":"Ascertainment-adjusted parameter estimation approach to improve robustness against misspecification of health monitoring methods","volume":"81","author":"cano","year":"2016","journal-title":"Mech Syst Signal Process"},{"key":"ref32","first-page":"2369","volume":"4","author":"patil","year":"2002","journal-title":"The Weight Distribution"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/11518655_80"},{"key":"ref30","first-page":"83","article-title":"Valuation-based systems: A framework for managing uncertainty in expert systems","author":"shenoy","year":"1992","journal-title":"Fuzzy Logic for the Management of Uncertainty"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2013.06.007"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2004.826266"},{"key":"ref35","first-page":"103","article-title":"Estimation de mod&#x00E8;les de m&#x00E9;langes finis par un algorithme em cr&#x00E9;dibiliste","volume":"24","author":"vannoorenberghe","year":"2006","journal-title":"Traitement du Signal"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/BF02418571"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2006.05.001"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-40596-4_26"},{"article-title":"Dynamic Bayesian networks: Representation, inference and learning","year":"2002","author":"murphy","key":"ref11"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1515\/9780691214696","author":"shafer","year":"1976","journal-title":"A Mathematical Theory of Evidence"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(94)90026-4"},{"journal-title":"Introduction to Imprecise Probabilities (Wiley Series in Probability and Statistics)","year":"2014","author":"augustin","key":"ref14"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1016\/0888-613X(90)90013-R","article-title":"Reasoning with belief functions: An analysis of compatibility","volume":"4","author":"pearl","year":"1990","journal-title":"Int J Approx Reason"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1023\/B:ISFI.0000005650.63806.03"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/0888-613X(93)90005-X"},{"key":"ref18","first-page":"5","article-title":"What is Dempster-Shafer's Model?","author":"smets","year":"1994","journal-title":"Advances in the Dempster-Shafer Theory of Evidence"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/0888-613X(90)90012-Q"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1111\/j.2517-6161.1968.tb00722.x","article-title":"A generalization of Bayesian inference","volume":"30","author":"dempster","year":"1968","journal-title":"J Roy Stat Soc"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177697196"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1186\/1687-6180-2012-134"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1198\/016214504000001592"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2013.2259496"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHM.2011.6024330"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"journal-title":"Pattern Recognition and Machine Learning","year":"2006","author":"bishop","key":"ref8"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","article-title":"Maximum likelihood from incomplete data via the EM algorithm","volume":"39","author":"dempster","year":"1977","journal-title":"J Roy Stat Soc"},{"key":"ref2","first-page":"33.1","article-title":"A method of moments for mixture models and hidden Markov models","author":"anandkumar","year":"2012","journal-title":"Proc 25th Annu Conf Learn Theory"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1195998"},{"key":"ref1","first-page":"607","article-title":"The infinite latent events model","author":"wingate","year":"2009","journal-title":"Proc 25th Conf Uncertainty Artif Intell"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2014.07.005"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-14055-6_4"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1613\/jair.4385","article-title":"An efficient algorithm for estimating state sequences in imprecise hidden Markov models","volume":"50","author":"bock","year":"2014","journal-title":"J Artif Intell Res"},{"article-title":"A new definition of entropy of belief functions in the Dempster-Shafer theory","year":"2016","author":"jirousek","key":"ref48"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/int.4550010204"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1006\/gmip.1995.1033"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(02)00066-X"},{"key":"ref42","first-page":"1","article-title":"Performance benchmarking and analysis of prognostic methods for CMAPSS datasets","volume":"5","author":"ramasso","year":"2014","journal-title":"Int Conf Prognostics Health Manage"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75256-1_37"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553511"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.201"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02906-6_74"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.851131"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/91.824772"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/36.942557"}],"container-title":["IEEE Transactions on Fuzzy Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/91\/8057897\/07534767.pdf?arnumber=7534767","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,4]],"date-time":"2025-06-04T15:29:26Z","timestamp":1749050966000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7534767\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":48,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tfuzz.2016.2598361","relation":{},"ISSN":["1063-6706","1941-0034"],"issn-type":[{"type":"print","value":"1063-6706"},{"type":"electronic","value":"1941-0034"}],"subject":[],"published":{"date-parts":[[2017,10]]}}}