{"id":"https://openalex.org/W3203605282","doi":"https://doi.org/10.1145/3466169","title":"Uncertainty on Discrete-Event System Simulation","display_name":"Uncertainty on Discrete-Event System Simulation","publication_year":2021,"publication_date":"2021-09-27","ids":{"openalex":"https://openalex.org/W3203605282","doi":"https://doi.org/10.1145/3466169","mag":"3203605282"},"language":"en","primary_location":{"id":"doi:10.1145/3466169","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3466169","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034587698","display_name":"Dami\u00e1n Vicino","orcid":"https://orcid.org/0000-0003-3928-5456"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damian Vicino","raw_affiliation_strings":["Universitic\u00e9 Sophia Antipolis\u2014I3S UMR CNRS 7271, France"],"raw_orcid":"https://orcid.org/0000-0003-3928-5456","affiliations":[{"raw_affiliation_string":"Universitic\u00e9 Sophia Antipolis\u2014I3S UMR CNRS 7271, France","institution_ids":["https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030054278","display_name":"Gabriel Wainer","orcid":"https://orcid.org/0000-0003-3366-9184"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gabriel A. Wainer","raw_affiliation_strings":["Department of System and Computer Engineering, Carleton University, Ottawa, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3366-9184","affiliations":[{"raw_affiliation_string":"Department of System and Computer Engineering, Carleton University, Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022337153","display_name":"Olivier Dalle","orcid":"https://orcid.org/0000-0002-7522-918X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Dalle","raw_affiliation_strings":["Universitic\u00e9 Sophia Antipolis\u2014I3S UMR CNRS 7271, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitic\u00e9 Sophia Antipolis\u2014I3S UMR CNRS 7271, France","institution_ids":["https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5201,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.68863679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"32","issue":"1","first_page":"1","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11125","display_name":"Petri Nets in System Modeling","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/devs","display_name":"DEVS","score":0.9876764416694641},{"id":"https://openalex.org/keywords/rotation-formalisms-in-three-dimensions","display_name":"Rotation formalisms in three dimensions","score":0.7866178750991821},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.6997056603431702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6622028350830078},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.5728697776794434},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.550743043422699},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4422076344490051},{"id":"https://openalex.org/keywords/discrete-event-dynamic-system","display_name":"Discrete event dynamic system","score":0.4239787459373474},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4160647690296173},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.3898736238479614},{"id":"https://openalex.org/keywords/discrete-system","display_name":"Discrete system","score":0.36201605200767517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2788800597190857},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.16842374205589294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1081356406211853}],"concepts":[{"id":"https://openalex.org/C68757728","wikidata":"https://www.wikidata.org/wiki/Q911082","display_name":"DEVS","level":3,"score":0.9876764416694641},{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.7866178750991821},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6997056603431702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6622028350830078},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.5728697776794434},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.550743043422699},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4422076344490051},{"id":"https://openalex.org/C32866371","wikidata":"https://www.wikidata.org/wiki/Q5282046","display_name":"Discrete event dynamic system","level":3,"score":0.4239787459373474},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4160647690296173},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.3898736238479614},{"id":"https://openalex.org/C96314035","wikidata":"https://www.wikidata.org/wiki/Q5282062","display_name":"Discrete system","level":2,"score":0.36201605200767517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2788800597190857},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.16842374205589294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1081356406211853},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3466169","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3466169","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2059957926","https://openalex.org/W2081166128","https://openalex.org/W2109807491","https://openalex.org/W2119362052","https://openalex.org/W2144990901","https://openalex.org/W2166437339","https://openalex.org/W2167621499","https://openalex.org/W2271357535","https://openalex.org/W2793910946","https://openalex.org/W3137220996"],"related_works":["https://openalex.org/W2913448675","https://openalex.org/W165222718","https://openalex.org/W1990610361","https://openalex.org/W2024105871","https://openalex.org/W117338768","https://openalex.org/W1556367361","https://openalex.org/W3203605282","https://openalex.org/W2535015438","https://openalex.org/W2484578205","https://openalex.org/W2783548027"],"abstract_inverted_index":{"Uncertainty":[0],"Propagation":[1],"methods":[2,21],"are":[3,19],"well-established":[4],"when":[5],"used":[6],"in":[7,42],"modeling":[8,34],"and":[9,45,59,69,99,125],"simulation":[10,73,138,153],"formalisms":[11],"like":[12],"differential":[13],"equations.":[14],"Nevertheless,":[15],"until":[16],"now":[17],"there":[18],"no":[20],"for":[22,33,140],"Discrete-Dynamic":[23],"Systems.":[24],"Uncertainty-Aware":[25],"Discrete-Event":[26,35,84],"System":[27,85],"Specification":[28,86],"(UA-DEVS)":[29],"is":[30],"a":[31,51,88,95,104,112,143],"formalism":[32,89],"Dynamic":[36],"Systems":[37],"that":[38,90,117],"include":[39,66],"uncertainty":[40,58],"quantification":[41],"messages,":[43],"states,":[44],"event":[46],"times.":[47],"UA-DEVS":[48,63,92],"models":[49,64,93],"provide":[50],"theoretical":[52],"framework":[53],"to":[54,102],"describe":[55],"the":[56,122,131,156],"models\u2019":[57],"their":[60,72],"properties.":[61],"As":[62],"can":[65,118],"continuous":[67],"variables":[68],"non-computable":[70],"functions,":[71],"could":[74],"be":[75,119],"non-computable.":[76],"For":[77],"this":[78],"reason,":[79],"we":[80],"also":[81,135],"introduce":[82,136],"Interval-Approximated":[83],"(IA-DEVS),":[87],"approximates":[91],"using":[94,155],"set":[96],"of":[97,114,146],"order":[98],"bounding":[100],"functions":[101],"obtain":[103],"computable":[105,108],"model.":[106],"The":[107],"model":[109,124],"approximation":[110,132,150],"produces":[111],"tree":[113],"all":[115],"trajectories":[116],"traversed":[120],"from":[121],"original":[123],"some":[126],"erroneous":[127],"ones":[128],"introduced":[129],"by":[130],"process.":[133],"We":[134],"abstract":[137],"algorithms":[139,157],"IA-DEVS,":[141],"present":[142],"case":[144],"study":[145],"UA-DEVS,":[147],"its":[148,152],"IA-DEVS":[149],"and,":[151],"results":[154],"defined.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}