{"id":"https://openalex.org/W3013065916","doi":"https://doi.org/10.1109/access.2020.3033450","title":"Adversarial System Variant Approximation to Quantify Process Model Generalization","display_name":"Adversarial System Variant Approximation to Quantify Process Model Generalization","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3013065916","doi":"https://doi.org/10.1109/access.2020.3033450","mag":"3013065916"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3033450","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3033450","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09237923.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09237923.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102724922","display_name":"Julian Theis","orcid":"https://orcid.org/0000-0003-0954-0938"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julian Theis","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0954-0938","affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067563865","display_name":"Houshang Darabi","orcid":"https://orcid.org/0000-0001-7881-6542"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Houshang Darabi","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-7881-6542","affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5134,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84466714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"194410","last_page":"194427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9987999796867371,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7183545827865601},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6730099320411682},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6273142099380493},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5414590239524841},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4160976707935333},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3287583589553833},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1873222291469574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7183545827865601},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6730099320411682},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6273142099380493},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5414590239524841},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4160976707935333},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3287583589553833},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1873222291469574},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3033450","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3033450","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09237923.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2003.12168","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.12168","pdf_url":"https://arxiv.org/pdf/2003.12168","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:a18756cd398c40b68738afbec721e7c4","is_oa":true,"landing_page_url":"https://doaj.org/article/a18756cd398c40b68738afbec721e7c4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 194410-194427 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3033450","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3033450","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09237923.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332697","display_name":"University of Illinois at Chicago","ror":"https://ror.org/02mpq6x41"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013065916.pdf","grobid_xml":"https://content.openalex.org/works/W3013065916.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W1497007062","https://openalex.org/W1574032607","https://openalex.org/W1857789879","https://openalex.org/W1996109622","https://openalex.org/W2038057323","https://openalex.org/W2047547708","https://openalex.org/W2056760934","https://openalex.org/W2087103691","https://openalex.org/W2099471712","https://openalex.org/W2108207895","https://openalex.org/W2109837661","https://openalex.org/W2111207692","https://openalex.org/W2115681683","https://openalex.org/W2133564696","https://openalex.org/W2138309709","https://openalex.org/W2138447175","https://openalex.org/W2168745915","https://openalex.org/W2273060174","https://openalex.org/W2336423265","https://openalex.org/W2507312894","https://openalex.org/W2508787983","https://openalex.org/W2562661928","https://openalex.org/W2593418474","https://openalex.org/W2607172616","https://openalex.org/W2626778328","https://openalex.org/W2647359280","https://openalex.org/W2782889130","https://openalex.org/W2792795990","https://openalex.org/W2804147849","https://openalex.org/W2808879436","https://openalex.org/W2810518847","https://openalex.org/W2892584998","https://openalex.org/W2892610388","https://openalex.org/W2903435243","https://openalex.org/W2908747729","https://openalex.org/W2916963723","https://openalex.org/W2945379307","https://openalex.org/W2949399848","https://openalex.org/W2952745707","https://openalex.org/W2953384591","https://openalex.org/W2962770929","https://openalex.org/W2963107557","https://openalex.org/W2963456134","https://openalex.org/W2963574252","https://openalex.org/W2963870701","https://openalex.org/W2964121592","https://openalex.org/W2964308564","https://openalex.org/W2969679574","https://openalex.org/W2973628046","https://openalex.org/W2975541923","https://openalex.org/W2990109202","https://openalex.org/W3013550390","https://openalex.org/W3103490967","https://openalex.org/W3125322413","https://openalex.org/W4249146859","https://openalex.org/W4250137339","https://openalex.org/W4252684946","https://openalex.org/W4255975151","https://openalex.org/W4288356450","https://openalex.org/W4289242521","https://openalex.org/W4320013936","https://openalex.org/W4385245566","https://openalex.org/W6679434410","https://openalex.org/W6713134421","https://openalex.org/W6729881831","https://openalex.org/W6731115184","https://openalex.org/W6734432047","https://openalex.org/W6739901393","https://openalex.org/W6747166474","https://openalex.org/W6749581667","https://openalex.org/W6752675014","https://openalex.org/W6755264402","https://openalex.org/W6755824936","https://openalex.org/W6757992745","https://openalex.org/W6762404473","https://openalex.org/W6766529613","https://openalex.org/W6774634391"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W2058303877"],"abstract_inverted_index":{"In":[0,62],"process":[1,3,11,32,46,133,156,195],"mining,":[2],"models":[4,196],"are":[5,15,38,86,112,168],"extracted":[6,31],"from":[7,116],"event":[8,36,94],"logs":[9],"using":[10,18,154],"discovery":[12],"algorithms":[13],"and":[14,150,186],"commonly":[16],"assessed":[17],"multiple":[19],"quality":[20,158],"metrics.":[21,159],"While":[22],"the":[23,27,41,50,60,89,97,101,106,117,125,147,180,190],"metrics":[24],"that":[25],"measure":[26],"relationship":[28],"of":[29,53,105,192],"an":[30,93],"model":[33,47,134,157],"to":[34,78,99,136,188,199],"its":[35,54,137],"log":[37,95],"well-studied,":[39],"quantifying":[40],"level":[42],"by":[43,123,130],"which":[44,131],"a":[45,65,132,171],"can":[48],"describe":[49],"unobserved":[51,152,166],"behavior":[52,141],"underlying":[55,102,138],"system":[56,107,140],"falls":[57],"short":[58],"in":[59,92,163,170],"literature.":[61],"this":[63,80],"paper,":[64],"novel":[66],"deep":[67],"learning-based":[68],"methodology":[69,182],"called":[70],"Adversarial":[71,84,120],"System":[72],"Variant":[73],"Approximation":[74],"(AVATAR)":[75],"is":[76,142,183],"proposed":[77,181],"overcome":[79],"issue.":[81],"Sequence":[82,118],"Generative":[83,119],"Networks":[85],"trained":[87],"on":[88,146,174],"variants":[90,111,153,167],"contained":[91],"with":[96,197],"intention":[98],"approximate":[100],"variant":[103],"distribution":[104],"behavior.":[108],"Unobserved":[109],"realistic":[110,148,165],"sampled":[113],"either":[114],"directly":[115],"Network":[121],"or":[122],"leveraging":[124],"Metropolis-Hastings":[126],"algorithm.":[127],"The":[128],"degree":[129],"relates":[135],"unknown":[139],"then":[143],"quantified":[144],"based":[145],"observed":[149],"estimated":[151],"established":[155],"Significant":[160],"performance":[161],"improvements":[162],"revealing":[164],"demonstrated":[169],"controlled":[172],"experiment":[173],"15":[175],"ground":[176],"truth":[177],"systems.":[178,201],"Additionally,":[179],"experimentally":[184],"tested":[185],"evaluated":[187],"quantify":[189],"generalization":[191],"60":[193],"discovered":[194],"respect":[198],"their":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}
