{"id":"https://openalex.org/W2784061167","doi":"https://doi.org/10.1109/tase.2017.2784436","title":"Optimal Process Mining for Large and Complex Event Logs","display_name":"Optimal Process Mining for Large and Complex Event Logs","publication_year":2018,"publication_date":"2018-01-09","ids":{"openalex":"https://openalex.org/W2784061167","doi":"https://doi.org/10.1109/tase.2017.2784436","mag":"2784061167"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2017.2784436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2017.2784436","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","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/A5036372596","display_name":"Martin Prodel","orcid":"https://orcid.org/0000-0002-4092-422X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Prodel","raw_affiliation_strings":["HEVA, Lyon, France"],"raw_orcid":"https://orcid.org/0000-0002-4092-422X","affiliations":[{"raw_affiliation_string":"HEVA, Lyon, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055669214","display_name":"Vincent Augusto","orcid":"https://orcid.org/0000-0002-5063-0831"},"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"]},{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Augusto","raw_affiliation_strings":["Centre for Biomedical and Healthcare Engineering, Ecole Nationale des Mines de Saint-Etienne, CNRS UMR 6158 LIMOS, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biomedical and Healthcare Engineering, Ecole Nationale des Mines de Saint-Etienne, CNRS UMR 6158 LIMOS, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I3019848993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058706271","display_name":"B. Jouaneton","orcid":"https://orcid.org/0000-0001-6764-4335"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baptiste Jouaneton","raw_affiliation_strings":["HEVA, Lyon, France"],"raw_orcid":"https://orcid.org/0000-0001-6764-4335","affiliations":[{"raw_affiliation_string":"HEVA, Lyon, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026030569","display_name":"Ludovic Lamarsalle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ludovic Lamarsalle","raw_affiliation_strings":["HEVA, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HEVA, Lyon, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044117021","display_name":"Xiaolan Xie","orcid":"https://orcid.org/0000-0002-6579-1523"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolan Xie","raw_affiliation_strings":["Center for Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0271,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.94695437,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"3","first_page":"1309","last_page":"1325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9817000031471252,"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/process-mining","display_name":"Process mining","score":0.7443281412124634},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6746312379837036},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6462590098381042},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.6163685917854309},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6030644178390503},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.4943275451660156},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45575493574142456},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.45306429266929626},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.43175429105758667},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.2797400951385498},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.156122624874115},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.15234407782554626},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.13853618502616882},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13269531726837158},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.12412139773368835}],"concepts":[{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.7443281412124634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6746312379837036},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6462590098381042},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.6163685917854309},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6030644178390503},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.4943275451660156},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45575493574142456},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.45306429266929626},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.43175429105758667},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2797400951385498},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.156122624874115},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.15234407782554626},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.13853618502616882},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13269531726837158},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.12412139773368835},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2017.2784436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2017.2784436","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W168056465","https://openalex.org/W1490658580","https://openalex.org/W1497007062","https://openalex.org/W1562679548","https://openalex.org/W1565377632","https://openalex.org/W1586642858","https://openalex.org/W1611988442","https://openalex.org/W1937768634","https://openalex.org/W1966040902","https://openalex.org/W1968928304","https://openalex.org/W2038263937","https://openalex.org/W2061294350","https://openalex.org/W2084792706","https://openalex.org/W2087103691","https://openalex.org/W2096930221","https://openalex.org/W2096998948","https://openalex.org/W2098250644","https://openalex.org/W2101238481","https://openalex.org/W2103037286","https://openalex.org/W2115937275","https://openalex.org/W2155076541","https://openalex.org/W2155862563","https://openalex.org/W2164636955","https://openalex.org/W2165661376","https://openalex.org/W2170917993","https://openalex.org/W2482589566","https://openalex.org/W4230145224","https://openalex.org/W6606895547","https://openalex.org/W6629677911"],"related_works":["https://openalex.org/W2158991459","https://openalex.org/W3172074448","https://openalex.org/W3091896359","https://openalex.org/W2142618121","https://openalex.org/W2989593792","https://openalex.org/W3184122949","https://openalex.org/W4379876780","https://openalex.org/W2522558969","https://openalex.org/W88310037","https://openalex.org/W2473542839"],"abstract_inverted_index":{"This":[0,129],"paper":[1,130],"addresses":[2],"the":[3,17,22,42,55,76,80,84,88,110,116,132,138,142],"problem":[4,23],"of":[5,24,41,47,57,65,83,118,134],"process":[6,26,59,143],"discovery":[7],"from":[8,16,137],"large":[9,101],"and":[10,20,54,69,87,104,141],"complex":[11],"event":[12,43,48,85,102],"logs.":[13,44],"We":[14,113],"depart":[15],"existing":[18],"literature":[19],"formulate":[21],"optimal":[25,58],"discovery.":[27],"A":[28,63],"formal":[29],"mathematical":[30],"programming":[31],"model":[32],"is":[33,72,98],"given":[34],"based":[35],"on":[36,121],"a":[37,122],"novel":[38],"hierarchical":[39],"structuration":[40],"Desired":[45],"properties":[46,56],"trace":[49],"score":[50],"functions":[51],"are":[52,61],"described,":[53],"models":[60],"proved.":[62],"combination":[64],"Monte":[66],"Carlo":[67],"optimization":[68],"tabu":[70],"search":[71],"proposed":[73],"to":[74,79],"overcome":[75],"complexity":[77],"related":[78],"huge":[81],"size":[82],"logs":[86,103],"combinatorial":[89],"solution":[90],"space.":[91],"Numerical":[92],"results":[93],"show":[94],"that":[95,105],"our":[96,119],"approach":[97],"suitable":[99],"for":[100],"it":[106],"performs":[107],"better":[108],"than":[109],"state-of-the-art":[111],"approaches.":[112],"also":[114],"demonstrate":[115],"applicability":[117],"method":[120],"real":[123],"case":[124],"study":[125],"in":[126],"health":[127],"care.":[128],"illustrates":[131],"benefits":[133],"combining":[135],"techniques":[136],"operational":[139],"research":[140],"mining":[144],"fields.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}