{"id":"https://openalex.org/W2811002560","doi":"https://doi.org/10.1080/01605682.2018.1468859","title":"Multivariate control charts that combine the Hotelling<i>T</i><sup>2</sup>and classification algorithms","display_name":"Multivariate control charts that combine the Hotelling<i>T</i><sup>2</sup>and classification algorithms","publication_year":2018,"publication_date":"2018-06-22","ids":{"openalex":"https://openalex.org/W2811002560","doi":"https://doi.org/10.1080/01605682.2018.1468859","mag":"2811002560"},"language":"en","primary_location":{"id":"doi:10.1080/01605682.2018.1468859","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2018.1468859","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","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/A5100749348","display_name":"Sung Ho Park","orcid":"https://orcid.org/0000-0001-5785-3934"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung Ho Park","raw_affiliation_strings":["School of Industrial Management Engineering, Korea University, Seongbuk-Gu, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Management Engineering, Korea University, Seongbuk-Gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058258354","display_name":"Seoung Bum Kim","orcid":"https://orcid.org/0000-0002-2205-8516"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seoung Bum Kim","raw_affiliation_strings":["School of Industrial Management Engineering, Korea University, Seongbuk-Gu, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Management Engineering, Korea University, Seongbuk-Gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058258354"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.1844,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.58951687,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"70","issue":"6","first_page":"889","last_page":"897"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/control-chart","display_name":"Control chart","score":0.8085015416145325},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6626307964324951},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6218398809432983},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.5876196026802063},{"id":"https://openalex.org/keywords/shewhart-individuals-control-chart","display_name":"Shewhart individuals control chart","score":0.5549269914627075},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4583129584789276},{"id":"https://openalex.org/keywords/ewma-chart","display_name":"EWMA chart","score":0.4556758999824524},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4328606426715851},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.42672282457351685},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4254315495491028},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39856165647506714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3670251965522766},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31587159633636475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23707365989685059}],"concepts":[{"id":"https://openalex.org/C196985124","wikidata":"https://www.wikidata.org/wiki/Q1369242","display_name":"Control chart","level":3,"score":0.8085015416145325},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6626307964324951},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6218398809432983},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.5876196026802063},{"id":"https://openalex.org/C159848633","wikidata":"https://www.wikidata.org/wiki/Q7495725","display_name":"Shewhart individuals control chart","level":5,"score":0.5549269914627075},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4583129584789276},{"id":"https://openalex.org/C74746147","wikidata":"https://www.wikidata.org/wiki/Q5324652","display_name":"EWMA chart","level":4,"score":0.4556758999824524},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4328606426715851},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.42672282457351685},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4254315495491028},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39856165647506714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3670251965522766},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31587159633636475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23707365989685059},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/01605682.2018.1468859","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2018.1468859","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tjorxx:v:70:y:2019:i:6:p:889-897","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/01605682.2018.1468859","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3243888718","display_name":null,"funder_award_id":"NRF-2016R1A2B1008994","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1488725177","https://openalex.org/W1528905581","https://openalex.org/W1544956646","https://openalex.org/W1607585411","https://openalex.org/W1607810777","https://openalex.org/W1967665616","https://openalex.org/W1974819660","https://openalex.org/W1990669377","https://openalex.org/W1995945562","https://openalex.org/W1998188520","https://openalex.org/W1999971199","https://openalex.org/W2022184282","https://openalex.org/W2026099912","https://openalex.org/W2026639895","https://openalex.org/W2030118725","https://openalex.org/W2043426410","https://openalex.org/W2049642487","https://openalex.org/W2078465156","https://openalex.org/W2099650558","https://openalex.org/W2108623391","https://openalex.org/W2132034374","https://openalex.org/W2142362556","https://openalex.org/W2157202423","https://openalex.org/W2335379730","https://openalex.org/W2797563284","https://openalex.org/W3033414884","https://openalex.org/W3099514962","https://openalex.org/W3121158818","https://openalex.org/W4205431151","https://openalex.org/W4231207648","https://openalex.org/W4245521939","https://openalex.org/W4245655797","https://openalex.org/W4301861531"],"related_works":["https://openalex.org/W2213954818","https://openalex.org/W2931607628","https://openalex.org/W1544415648","https://openalex.org/W4214540154","https://openalex.org/W2077448518","https://openalex.org/W4362509856","https://openalex.org/W2037626511","https://openalex.org/W1479927480","https://openalex.org/W2947325775","https://openalex.org/W2018106345"],"abstract_inverted_index":{"Multivariate":[0],"control":[1,23,53,70,83,113,128],"charts,":[2],"including":[3],"Hotelling\u2019s":[4,81],"T2":[5,82],"chart,":[6],"have":[7],"been":[8],"widely":[9],"adopted":[10],"for":[11],"the":[12,27,31,48,64,74,98,105,121,126],"multivariate":[13,22],"processes":[14],"found":[15],"in":[16],"many":[17],"modern":[18],"systems.":[19],"However,":[20,43],"traditional":[21],"charts":[24],"assume":[25],"that":[26,34,56,72],"in-control":[28],"group":[29],"is":[30,104],"only":[32],"population":[33],"can":[35,57],"be":[36],"used":[37],"to":[38,108],"determine":[39],"a":[40,69,80],"decision":[41],"boundary.":[42],"this":[44,103],"assumption":[45],"has":[46],"restricted":[47],"development":[49],"of":[50,79,100,125],"more":[51],"efficient":[52],"chart":[54,71,84],"techniques":[55],"capitalise":[58],"on":[59],"available":[60],"out-of-control":[61],"information.":[62],"In":[63],"present":[65],"study,":[66],"we":[67],"propose":[68],"improves":[73],"sensitivity":[75],"(i.e.,":[76],"detection":[77],"accuracy)":[78],"by":[85],"combining":[86],"it":[87],"with":[88],"classification":[89,110],"algorithms,":[90],"while":[91],"maintaining":[92],"low":[93],"false":[94],"alarm":[95],"rates.":[96],"To":[97],"best":[99],"our":[101],"knowledge,":[102],"first":[106],"attempt":[107],"combine":[109],"algorithms":[111],"and":[112,116,123],"charts.":[114],"Simulations":[115],"real":[117],"case":[118],"studies":[119],"demonstrate":[120],"effectiveness":[122],"applicability":[124],"proposed":[127],"chart.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
