{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T06:40:41Z","timestamp":1762324841265,"version":"3.37.3"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000006","name":"U.S. Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-10-1-0140"],"award-info":[{"award-number":["N00014-10-1-0140"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"U.S. National Science Foundation","doi-asserted-by":"publisher","award":["1343430"],"award-info":[{"award-number":["1343430"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006686","name":"University of Miami U-LINK Initiative on Interdisciplinary Inquiry","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006686","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2022,5]]},"DOI":"10.1109\/tcyb.2020.3017340","type":"journal-article","created":{"date-parts":[[2020,10,7]],"date-time":"2020-10-07T19:37:28Z","timestamp":1602099448000},"page":"2931-2941","source":"Crossref","is-referenced-by-count":7,"title":["Efficient Computation of Conditionals in the Dempster\u2013Shafer Belief Theoretic Framework"],"prefix":"10.1109","volume":"52","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8966-2016","authenticated-orcid":false,"given":"Lalintha G.","family":"Polpitiya","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5975-4403","authenticated-orcid":false,"given":"Kamal","family":"Premaratne","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA"}]},{"given":"Manohar N.","family":"Murthi","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA"}]},{"given":"Stephen J.","family":"Murrell","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9102-4291","authenticated-orcid":false,"given":"Dilip","family":"Sarkar","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Miami, Coral Gables, FL, USA"}]}],"member":"263","reference":[{"key":"ref39","first-page":"271","article-title":"Faithful approximations of belief functions","author":"harmanec","year":"1999","journal-title":"Proc 15th Conf Uncertainty Artif Intell (UAI)"},{"doi-asserted-by":"publisher","key":"ref38","DOI":"10.1016\/S0888-613X(97)00013-3"},{"year":"1991","author":"kreinovich","article-title":"Monte&#x2013;Carlo methods make Dempster&#x2013;Shafer formalism feasible","key":"ref33"},{"doi-asserted-by":"publisher","key":"ref32","DOI":"10.1016\/0004-3702(90)90103-7"},{"key":"ref31","first-page":"2122","article-title":"A Dempster&#x2013;Shafer theoretic conditional approach to evidence updating for fusion of hard and soft data","author":"premaratne","year":"2009","journal-title":"Proc 12th Int Conf Inf Fusion (FUSION)"},{"doi-asserted-by":"publisher","key":"ref30","DOI":"10.1016\/S0888-613X(02)00066-X"},{"doi-asserted-by":"publisher","key":"ref37","DOI":"10.1016\/0004-3702(93)90072-J"},{"doi-asserted-by":"publisher","key":"ref36","DOI":"10.1016\/0888-613X(90)90015-T"},{"doi-asserted-by":"publisher","key":"ref35","DOI":"10.1016\/S0020-7373(89)80032-X"},{"doi-asserted-by":"publisher","key":"ref34","DOI":"10.1016\/j.ijar.2016.07.009"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1016\/0888-613X(93)90022-6"},{"doi-asserted-by":"publisher","key":"ref27","DOI":"10.1016\/B978-1-4832-8287-9.50022-0"},{"doi-asserted-by":"publisher","key":"ref29","DOI":"10.1016\/0888-613X(96)00113-2"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1111\/j.2517-6161.1968.tb00722.x"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1214\/aoms\/1177698950"},{"year":"1988","author":"pearl","journal-title":"Probabilistic Reasoning in Intelligent Systems Networks of Plausible Inference","key":"ref20"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1016\/0888-613X(89)90003-0"},{"doi-asserted-by":"publisher","key":"ref21","DOI":"10.1086\/289004"},{"doi-asserted-by":"publisher","key":"ref24","DOI":"10.1016\/B978-1-55860-203-8.50053-X"},{"key":"ref23","first-page":"347","article-title":"A new approach to updating beliefs","author":"fagin","year":"1990","journal-title":"Proc 6th Conf Uncertainty Artif Intell (UAI)"},{"doi-asserted-by":"publisher","key":"ref26","DOI":"10.1111\/stan.12169"},{"doi-asserted-by":"publisher","key":"ref25","DOI":"10.1016\/0888-613X(94)90014-0"},{"doi-asserted-by":"publisher","key":"ref50","DOI":"10.1109\/ISSNIP.2007.4496842"},{"doi-asserted-by":"publisher","key":"ref51","DOI":"10.1002\/9781118763117"},{"doi-asserted-by":"publisher","key":"ref58","DOI":"10.1016\/j.ijar.2003.10.001"},{"year":"2019","author":"polpitiya","journal-title":"DS-COCA DS-Conditional-One and DS-Conditional-All","key":"ref57"},{"doi-asserted-by":"publisher","key":"ref56","DOI":"10.1109\/TSMCB.2012.2214771"},{"year":"2019","journal-title":"The Society for Imprecise Probability Theories and Applications (SIPTA) Software Tools for Imprecise Probabilities","key":"ref55"},{"key":"ref54","first-page":"482","article-title":"Linear time and space algorithm for computing all the Fagin&#x2013;Halpern conditional beliefs generated from consonant belief functions","author":"polpitiya","year":"2019","journal-title":"Proc 32nd Int Florida Artif Intell Res Soc Conf (FLAIRS)"},{"key":"ref53","first-page":"265","article-title":"Efficient computation of belief theoretic conditionals","author":"polpitiya","year":"2017","journal-title":"Proc 10th Int Symp Imprecise Probab Theor Appl (ISIPTA)"},{"key":"ref52","first-page":"1570","article-title":"A Framework for Efficient Computation of Belief Theoretic Operations","author":"lalintha g polpitiya","year":"2016","journal-title":"14th International Conference on Information Fusion (FUSION)"},{"key":"ref10","first-page":"1","article-title":"Graphical methods for real-time fusion and estimation with soft message data","author":"sambhoos","year":"2008","journal-title":"Proc 11th Int Conf Inf Fusion (FUSION)"},{"key":"ref11","first-page":"2114","article-title":"Lessons learned in the creation of a data set for hard\/soft information fusion","author":"pravia","year":"2009","journal-title":"Proc 12th Int Conf Inf Fusion (FUSION)"},{"doi-asserted-by":"publisher","key":"ref40","DOI":"10.1016\/S0218-4885(01)00088-0"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1109\/ICASSP.2011.5946964"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1016\/j.inffus.2011.08.001"},{"key":"ref14","first-page":"1","article-title":"Efficient computation of DS-based uncertain logic operations and its application to hard and soft data fusion","author":"nunez","year":"2014","journal-title":"Proc 17th Int Conf Inf Fusion (FUSION)"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1007\/978-3-540-44792-4"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1016\/j.ijar.2016.07.010"},{"key":"ref17","first-page":"798","article-title":"A Generalization of Bayesian Inference in the Dempster-Shafer Belief Theoretic Framework","author":"j n heendeni","year":"2016","journal-title":"14th International Conference on Information Fusion (FUSION)"},{"year":"2019","author":"polpitiya","article-title":"A framework for efficient implementation and effective visualization of Dempster&#x2013;Shafer belief theoretic computations for reasoning under uncertainty","key":"ref18"},{"key":"ref19","first-page":"136","article-title":"Real-time detection and prediction of relative motion of moving objects in autonomous driving","author":"polpitiya","year":"2020","journal-title":"Proc 33rd Int Florida Artif Intell Res Soc Conf (FLAIRS)"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.1016\/0888-613X(90)90012-Q"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1515\/9780691214696"},{"key":"ref6","first-page":"612","article-title":"Practical uses of belief functions","author":"smets","year":"1999","journal-title":"Proc 15th Conf Uncertainty Artif Intell (UAI)"},{"year":"1994","author":"yager","journal-title":"Advances in the Dempster-Shafer Theory of Evidence","key":"ref5"},{"doi-asserted-by":"publisher","key":"ref8","DOI":"10.1109\/JSTSP.2014.2314854"},{"key":"ref7","first-page":"1889","article-title":"Soft data analysis within a decision support system","author":"laudy","year":"2009","journal-title":"Proc 12th Int Conf Inf Fusion (FUSION)"},{"doi-asserted-by":"publisher","key":"ref49","DOI":"10.1002\/int.10073"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.23919\/ICIF.2017.8009665"},{"doi-asserted-by":"publisher","key":"ref46","DOI":"10.1109\/21.148425"},{"key":"ref45","first-page":"269","article-title":"Belief function computations","author":"thoma","year":"1991","journal-title":"Conditional Logic in Expert Systems"},{"doi-asserted-by":"publisher","key":"ref48","DOI":"10.1007\/978-94-017-1737-3_10"},{"key":"ref47","first-page":"153","article-title":"Steps toward efficient implementation of Dempster&#x2013;Shafer theory","author":"xu","year":"1994","journal-title":"Advances in the Dempster-Shafer Theory of Evidence"},{"year":"1989","author":"thoma","article-title":"Factorization of belief functions","key":"ref42"},{"doi-asserted-by":"publisher","key":"ref41","DOI":"10.1016\/S0888-613X(02)00074-9"},{"key":"ref44","first-page":"401","article-title":"Computational aspects of the Mobius transform","author":"kennes","year":"1990","journal-title":"Proc 6th Conf Uncertainty Artif Intell (UAI)"},{"key":"ref43","first-page":"14","article-title":"Fast algorithms for Dempster&#x2013;Shafer theory","author":"kennes","year":"1990","journal-title":"Proc 3rd Int Conf Inf Process Manag Uncertainty Knowl Based Syst (IPMU)"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6221036\/9778253\/9216527-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/9778253\/09216527.pdf?arnumber=9216527","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,5]],"date-time":"2022-08-05T00:24:52Z","timestamp":1659659092000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9216527\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5]]},"references-count":58,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2020.3017340","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"type":"print","value":"2168-2267"},{"type":"electronic","value":"2168-2275"}],"subject":[],"published":{"date-parts":[[2022,5]]}}}