{"id":"https://openalex.org/W3040594306","doi":"https://doi.org/10.1109/sose50414.2020.9130523","title":"Correlation Analysis for Complex Equipment Systems Based on Multi-objective Association Rule Mining","display_name":"Correlation Analysis for Complex Equipment Systems Based on Multi-objective Association Rule Mining","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3040594306","doi":"https://doi.org/10.1109/sose50414.2020.9130523","mag":"3040594306"},"language":"en","primary_location":{"id":"doi:10.1109/sose50414.2020.9130523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sose50414.2020.9130523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 15th International Conference of System of Systems Engineering (SoSE)","raw_type":"proceedings-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/A5086145663","display_name":"Maidi Liu","orcid":"https://orcid.org/0000-0002-7914-0772"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Maidi Liu","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101458347","display_name":"Zhiwei Yang","orcid":"https://orcid.org/0000-0003-3156-1807"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Yang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100722502","display_name":"Jiang Jiang","orcid":"https://orcid.org/0000-0002-3478-4224"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Jiang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009696039","display_name":"Kewei Yang","orcid":"https://orcid.org/0000-0001-7090-9146"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kewei Yang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086145663"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10485813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"337","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9908999800682068,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9908999800682068,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9642000198364258,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9146999716758728,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/association-rule-learning","display_name":"Association rule learning","score":0.8592064380645752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6730993390083313},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6540380716323853},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4977772533893585},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.4863870441913605},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4612080156803131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2680947780609131}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8592064380645752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6730993390083313},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6540380716323853},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4977772533893585},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4863870441913605},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4612080156803131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2680947780609131},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sose50414.2020.9130523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sose50414.2020.9130523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 15th International Conference of System of Systems Engineering (SoSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W57726224","https://openalex.org/W259338706","https://openalex.org/W1494137514","https://openalex.org/W1583082330","https://openalex.org/W1860380162","https://openalex.org/W1968535060","https://openalex.org/W1996228877","https://openalex.org/W1997188340","https://openalex.org/W2000473687","https://openalex.org/W2022485595","https://openalex.org/W2025726065","https://openalex.org/W2051374336","https://openalex.org/W2056821623","https://openalex.org/W2067102178","https://openalex.org/W2086487343","https://openalex.org/W2109219806","https://openalex.org/W2110895726","https://openalex.org/W2126105956","https://openalex.org/W2140278658","https://openalex.org/W2143249342","https://openalex.org/W2165700458","https://openalex.org/W2313729832","https://openalex.org/W2319278070","https://openalex.org/W2771564857","https://openalex.org/W2794160291","https://openalex.org/W2934216910","https://openalex.org/W2944323565","https://openalex.org/W2961234535","https://openalex.org/W2981167140","https://openalex.org/W2994964425","https://openalex.org/W2997167919","https://openalex.org/W4247941754","https://openalex.org/W4285719527","https://openalex.org/W6629518394","https://openalex.org/W6680704940","https://openalex.org/W6698924249","https://openalex.org/W6768547536"],"related_works":["https://openalex.org/W2392697706","https://openalex.org/W366033468","https://openalex.org/W128746893","https://openalex.org/W2367573304","https://openalex.org/W2537030075","https://openalex.org/W2006971496","https://openalex.org/W2065998343","https://openalex.org/W2369717039","https://openalex.org/W2384676159","https://openalex.org/W2982449560"],"abstract_inverted_index":{"Complex":[0],"equipment":[1,80,134,161],"systems":[2],"are":[3,89],"becoming":[4],"common":[5],"in":[6,74,139],"both":[7],"industrial":[8],"production":[9],"and":[10,13,136,143,157],"social":[11],"life,":[12],"complicated":[14],"correlations":[15,70],"exist":[16],"between":[17,71],"system":[18,72,114],"components.":[19],"With":[20],"the":[21,35,40,51,75,84,93,111,122,128,140,152],"development":[22],"of":[23,50,115,131,159],"information":[24],"technology,":[25],"data-based":[26],"analysis":[27,55,130],"methods":[28],"have":[29],"become":[30],"an":[31],"efficient":[32,53],"approach":[33],"to":[34,67,91,127],"correlation":[36,54,129],"analysis,":[37,156],"taking":[38],"place":[39],"traditional":[41],"model-based":[42],"methods.":[43,56],"Specifically,":[44],"association":[45,63,95],"rule":[46,64],"mining":[47,65],"is":[48,102,125],"one":[49],"most":[52],"Hence,":[57],"this":[58],"paper":[59],"presents":[60],"a":[61,99,106,116],"multi-objective":[62],"algorithm":[66,124],"extract":[68],"hidden":[69],"components":[73],"performance":[76],"data":[77],"generated":[78,109],"by":[79,110],"systems.":[81,162],"Based":[82],"on":[83,105,154],"NSGA-III":[85],"framework,":[86],"five":[87],"objectives":[88],"used":[90],"optimize":[92],"quantitative":[94],"rules":[96],"comprehensively.":[97],"Finally,":[98],"case":[100],"study":[101,147,153],"carried":[103],"out":[104],"multivariate":[107],"dataset":[108],"propulsion":[112],"plant":[113],"vessel.":[117],"The":[118],"results":[119],"show":[120],"that":[121],"proposed":[123],"competent":[126],"real":[132],"complex":[133,160],"systems,":[135],"can":[137],"assist":[138],"fault":[141],"warning":[142],"state":[144],"analysis.":[145],"This":[146],"has":[148],"reference":[149],"significance":[150],"for":[151],"modelling,":[155],"optimization":[158]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}