{"id":"https://openalex.org/W4399498532","doi":"https://doi.org/10.1145/3664813","title":"Generating Hidden Markov Models from Process Models Through Nonnegative Tensor Factorization","display_name":"Generating Hidden Markov Models from Process Models Through Nonnegative Tensor Factorization","publication_year":2024,"publication_date":"2024-06-10","ids":{"openalex":"https://openalex.org/W4399498532","doi":"https://doi.org/10.1145/3664813"},"language":"en","primary_location":{"id":"doi:10.1145/3664813","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664813","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664813","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3664813","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038345001","display_name":"Erik Skau","orcid":"https://orcid.org/0000-0002-7707-0838"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Erik Skau","raw_affiliation_strings":["Los Alamos National Laboratory, Los Alamos, United States"],"raw_orcid":"https://orcid.org/0000-0002-7707-0838","affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory, Los Alamos, United States","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010523863","display_name":"Andrew Hollis","orcid":"https://orcid.org/0000-0002-1972-7731"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Hollis","raw_affiliation_strings":["North Carolina State University at Raleigh, Raleigh, United States"],"raw_orcid":"https://orcid.org/0000-0002-1972-7731","affiliations":[{"raw_affiliation_string":"North Carolina State University at Raleigh, Raleigh, United States","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073911119","display_name":"Stephan Eidenbenz","orcid":"https://orcid.org/0000-0002-2628-1854"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephan Eidenbenz","raw_affiliation_strings":["Los Alamos National Laboratory, Los Alamos, United States"],"raw_orcid":"https://orcid.org/0000-0002-2628-1854","affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory, Los Alamos, United States","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078718511","display_name":"K. \u00d8. Rasmussen","orcid":"https://orcid.org/0000-0002-4029-4723"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kim Rasmussen","raw_affiliation_strings":["Los Alamos National Laboratory, Los Alamos, United States"],"raw_orcid":"https://orcid.org/0000-0002-4029-4723","affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory, Los Alamos, United States","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079029372","display_name":"Boian S. Alexandrov","orcid":"https://orcid.org/0000-0001-8636-4603"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Boian Alexandrov","raw_affiliation_strings":["Los Alamos National Laboratory, Los Alamos, United States"],"raw_orcid":"https://orcid.org/0000-0001-8636-4603","affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory, Los Alamos, United States","institution_ids":["https://openalex.org/I1343871089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038345001"],"corresponding_institution_ids":["https://openalex.org/I1343871089"],"apc_list":null,"apc_paid":null,"fwci":0.6416,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68612847,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"34","issue":"4","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9821000099182129,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9610000252723694,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7619138956069946},{"id":"https://openalex.org/keywords/subject-matter-expert","display_name":"Subject-matter expert","score":0.5562425851821899},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5371580123901367},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5070140361785889},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42577847838401794},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3802781105041504},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.359378457069397},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.11227971315383911}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7619138956069946},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.5562425851821899},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5371580123901367},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5070140361785889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42577847838401794},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3802781105041504},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.359378457069397},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.11227971315383911},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3664813","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664813","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664813","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":{"id":"doi:10.1145/3664813","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664813","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664813","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.550000011920929,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399498532.pdf"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W232548544","https://openalex.org/W1231265883","https://openalex.org/W1508806467","https://openalex.org/W1518016665","https://openalex.org/W1525270046","https://openalex.org/W1970191090","https://openalex.org/W1970935148","https://openalex.org/W1973261290","https://openalex.org/W1979075532","https://openalex.org/W1985915435","https://openalex.org/W1987971958","https://openalex.org/W1991133427","https://openalex.org/W1996309984","https://openalex.org/W2018122853","https://openalex.org/W2024165284","https://openalex.org/W2024356620","https://openalex.org/W2048687561","https://openalex.org/W2049241760","https://openalex.org/W2057503509","https://openalex.org/W2086699924","https://openalex.org/W2105594594","https://openalex.org/W2106221905","https://openalex.org/W2106565812","https://openalex.org/W2116542188","https://openalex.org/W2120516507","https://openalex.org/W2125838338","https://openalex.org/W2136787567","https://openalex.org/W2142498369","https://openalex.org/W2144351558","https://openalex.org/W2152061559","https://openalex.org/W2160047866","https://openalex.org/W2160123844","https://openalex.org/W2167606879","https://openalex.org/W2167985173","https://openalex.org/W2168175751","https://openalex.org/W2281558960","https://openalex.org/W2411232507","https://openalex.org/W2493111484","https://openalex.org/W2593555526","https://openalex.org/W2611814747","https://openalex.org/W2783706055","https://openalex.org/W2790513982","https://openalex.org/W2803691637","https://openalex.org/W2907083156","https://openalex.org/W2916485956","https://openalex.org/W2928382658","https://openalex.org/W2965003069","https://openalex.org/W3007498821","https://openalex.org/W3019396605","https://openalex.org/W3031507213","https://openalex.org/W3036886045","https://openalex.org/W3098487878","https://openalex.org/W3098758500","https://openalex.org/W3101365456","https://openalex.org/W3112153148","https://openalex.org/W3127084347","https://openalex.org/W3130402426","https://openalex.org/W3158113157","https://openalex.org/W3183242964","https://openalex.org/W3205057309","https://openalex.org/W3208070302","https://openalex.org/W4205678748","https://openalex.org/W4225287805","https://openalex.org/W4232491968","https://openalex.org/W4287666927","https://openalex.org/W4287753870","https://openalex.org/W4296819410","https://openalex.org/W4367839941","https://openalex.org/W6680241228","https://openalex.org/W6696835939"],"related_works":["https://openalex.org/W2364370872","https://openalex.org/W2053269318","https://openalex.org/W2025614924","https://openalex.org/W2294335174","https://openalex.org/W2097963413","https://openalex.org/W2001275470","https://openalex.org/W2073996508","https://openalex.org/W1591475660","https://openalex.org/W3145575561","https://openalex.org/W2164162849"],"abstract_inverted_index":{"Monitoring":[0],"of":[1,16,33,46,88,98,109,115,131,144,162,165],"industrial":[2,38],"processes":[3,50],"is":[4],"a":[5,54,85,171],"critical":[6],"capability":[7],"in":[8,11,36,49],"industry":[9],"and":[10,22,81,123,211,220,229],"government":[12],"to":[13,29,58,68,127],"ensure":[14],"reliability":[15],"production":[17],"cycles,":[18],"quick":[19],"emergency":[20],"response,":[21],"national":[23],"security.":[24],"Process":[25],"monitoring":[26],"allows":[27],"users":[28],"gauge":[30],"the":[31,42,96,107,116,124],"progress":[32],"an":[34,37],"organization":[35],"process":[39,135,151,179,202,231],"or":[40,44],"predict":[41],"degradation":[43],"aging":[45],"machine":[47],"parts":[48],"taking":[51],"place":[52],"at":[53],"remote":[55],"location.":[56],"Similar":[57],"many":[59],"data":[60,92],"science":[61],"applications,":[62],"we":[63,94,169,223],"usually":[64],"only":[65],"have":[66,138],"access":[67],"limited":[69],"raw":[70,166],"data,":[71],"such":[72,147],"as":[73],"satellite":[74],"imagery,":[75],"short":[76],"video":[77],"clips,":[78],"event":[79],"logs,":[80],"signatures":[82],"captured":[83],"by":[84,183],"small":[86],"set":[87],"sensors.":[89],"To":[90,216],"combat":[91],"scarcity,":[93],"leverage":[95],"knowledge":[97,114],"Subject":[99],"Matter":[100],"Experts":[101],"(SMEs)":[102],"who":[103],"are":[104],"familiar":[105],"with":[106,159,185],"actions":[108],"interest.":[110],"SMEs":[111],"provide":[112],"expert":[113,157],"essential":[117],"activities":[118],"required":[119],"for":[120,141],"task":[121],"completion":[122],"resources":[125],"necessary":[126],"carry":[128],"out":[129],"each":[130],"these":[132],"activities.":[133],"Various":[134],"mining":[136],"techniques":[137],"been":[139],"developed":[140],"this":[142],"type":[143],"analysis;":[145],"typically":[146],"approaches":[148],"combine":[149],"theoretical":[150,178,201],"models":[152,180],"built":[153,192],"based":[154],"on":[155,226],"domain":[156],"insights":[158],"ad-hoc":[160],"integration":[161],"available":[163],"pieces":[164],"data.":[167],"Here,":[168],"introduce":[170],"novel":[172],"mathematically":[173],"sound":[174],"method":[175,198],"that":[176],"integrates":[177],"(as":[181],"proposed":[182],"SMEs)":[184],"interrelated":[186],"minimal":[187],"Hidden":[188],"Markov":[189],"Models":[190],"(HMM),":[191],"via":[193],"nonnegative":[194,208],"tensor":[195],"factorization.":[196],"Our":[197],"consolidates:":[199],"(a)":[200],"models,":[203],"(b)":[204],"HMMs,":[205],"(c)":[206],"coupled":[207],"matrix-tensor":[209],"factorizations,":[210],"(d)":[212],"custom":[213],"model":[214],"selection.":[215],"demonstrate":[217],"our":[218],"methodology":[219],"its":[221],"abilities,":[222],"apply":[224],"it":[225],"simple":[227],"synthetic":[228],"real-world":[230],"models.":[232]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
