{"id":"https://openalex.org/W1997389307","doi":"https://doi.org/10.1504/ijdats.2014.059012","title":"Multivariate adaptive approach for monitoring simple linear profiles","display_name":"Multivariate adaptive approach for monitoring simple linear profiles","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1997389307","doi":"https://doi.org/10.1504/ijdats.2014.059012","mag":"1997389307"},"language":"en","primary_location":{"id":"doi:10.1504/ijdats.2014.059012","doi":"https://doi.org/10.1504/ijdats.2014.059012","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdats.2014.059012","pdf_url":null,"source":{"id":"https://openalex.org/S118326976","display_name":"International Journal of Data Analysis Techniques and Strategies","issn_l":"1755-8050","issn":["1755-8050","1755-8069"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Analysis Techniques and Strategies","raw_type":"journal-article"},"volume":null,"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/A5070513116","display_name":"Galal M. Abdella","orcid":"https://orcid.org/0000-0003-1957-2546","observed_orcids":["https://orcid.org/0000-0003-1957-2546"]},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Galal M. Abdella","raw_affiliation_strings":["Department Industrial and Systems Engineering, Wayne State University, 4815 Fourth St., Detroit, Michigan 48202, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Industrial and Systems Engineering, Wayne State University, 4815 Fourth St., Detroit, Michigan 48202, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054170567","display_name":"Kai Yang","orcid":"https://orcid.org/0000-0001-6337-1616","observed_orcids":["https://orcid.org/0000-0001-6337-1616"]},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Yang","raw_affiliation_strings":["Department Industrial and Systems Engineering, Wayne State University, 4815 Fourth St., Detroit, Michigan 48202, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Industrial and Systems Engineering, Wayne State University, 4815 Fourth St., Detroit, Michigan 48202, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077624638","display_name":"Adel Alaeddini","orcid":"https://orcid.org/0000-0003-4451-3150","observed_orcids":["https://orcid.org/0000-0003-4451-3150"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adel Alaeddini","raw_affiliation_strings":["Department of Industrial and Operations Engineering, University of Michigan, 1205 Beal Ave., Ann Arbor, MI 48109, USA","Department of Industrial and Operations Engineering, University of Michigan, 1205 Beal Ave., Ann Arbor, MI 48109, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Operations Engineering, University of Michigan, 1205 Beal Ave., Ann Arbor, MI 48109, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Department of Industrial and Operations Engineering, University of Michigan, 1205 Beal Ave., Ann Arbor, MI 48109, USA#TAB#","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6523,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.76868305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":"1","first_page":"2","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9994999766349792,"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":0.9994999766349792,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11798","display_name":"Optimal Experimental Design Methods","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hotelling-t2-control-chart","display_name":"Hotelling T2 control chart","score":0.9210000038146973},{"id":"https://openalex.org/keywords/adaptive-sampling","display_name":"adaptive sampling","score":0.6660000085830688},{"id":"https://openalex.org/keywords/multivariate-statistical-process-control","display_name":"multivariate statistical process control","score":0.6890000104904175},{"id":"https://openalex.org/keywords/average-time-to-signal","display_name":"average time to signal","score":0.9599999785423279},{"id":"https://openalex.org/keywords/genetic-algorithm-optimization","display_name":"genetic algorithm optimization","score":0.9520000219345093},{"id":"https://openalex.org/keywords/small-shift-detection","display_name":"small shift detection","score":0.6740000247955322}],"concepts":[{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6407216787338257},{"id":"https://openalex.org/C196985124","wikidata":"https://www.wikidata.org/wiki/Q1369242","display_name":"Control chart","level":3,"score":0.6176484227180481},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5889247059822083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5787927508354187},{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.5652148723602295},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.5260792970657349},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4481394588947296},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39815664291381836},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3536936938762665},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34536999464035034},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3291509747505188},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.32190680503845215},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","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},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1504/ijdats.2014.059012","doi":"https://doi.org/10.1504/ijdats.2014.059012","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdats.2014.059012","pdf_url":null,"source":{"id":"https://openalex.org/S118326976","display_name":"International Journal of Data Analysis Techniques and Strategies","issn_l":"1755-8050","issn":["1755-8050","1755-8069"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Analysis Techniques and Strategies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:ids:injdan:v:6:y:2014:i:1:p:2-14","doi":null,"is_oa":false,"landing_page_url":"http://www.inderscience.com/link.php?id=59012","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,"listed_in":[],"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":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W26016521","https://openalex.org/W136939217","https://openalex.org/W618810304","https://openalex.org/W1511738908","https://openalex.org/W1530620413","https://openalex.org/W1580673759","https://openalex.org/W1603549427","https://openalex.org/W1970820077","https://openalex.org/W1972614723","https://openalex.org/W1996701682","https://openalex.org/W2002290534","https://openalex.org/W2003826755","https://openalex.org/W2006217794","https://openalex.org/W2008373680","https://openalex.org/W2021129628","https://openalex.org/W2024192961","https://openalex.org/W2025849042","https://openalex.org/W2030022886","https://openalex.org/W2042630204","https://openalex.org/W2043982875","https://openalex.org/W2046933948","https://openalex.org/W2048185132","https://openalex.org/W2051747613","https://openalex.org/W2056768381","https://openalex.org/W2057328371","https://openalex.org/W2073050209","https://openalex.org/W2074413692","https://openalex.org/W2090092366","https://openalex.org/W2104608857","https://openalex.org/W2116982874","https://openalex.org/W2139356790","https://openalex.org/W2140043816","https://openalex.org/W2155736497","https://openalex.org/W2157202423"],"related_works":["https://openalex.org/W2002290534","https://openalex.org/W2094180930","https://openalex.org/W2111928207","https://openalex.org/W1559488473","https://openalex.org/W7096916752","https://openalex.org/W3001939553","https://openalex.org/W2030022886","https://openalex.org/W2328298130","https://openalex.org/W2116982874","https://openalex.org/W1993206573"],"abstract_inverted_index":{"Adaptive":[0],"sample":[1,52],"size":[2],"and":[3,54,117],"sampling":[4,55,82],"intervals":[5,56],"schemes":[6],"have":[7],"been":[8],"widely":[9],"used":[10],"to":[11,105],"improve":[12],"the":[13,25,37,60,72,76,86,90,111,115,120,128,131,136,139],"statistical":[14,73],"efficiency":[15],"of":[16,27,40,62,75,89,114,130,138],"HotellingT2":[17,49,140],"control":[18,141],"chart":[19,142],"in":[20,66,134,143],"detecting":[21,63],"small":[22],"changes":[23],"when":[24],"quality":[26,41],"a":[28,31,48],"product":[29],"or":[30],"process":[32],"can":[33],"be":[34],"characterised":[35],"by":[36],"multivariate":[38],"distribution":[39],"characteristics.":[42],"In":[43],"this":[44],"paper,":[45],"we":[46,92],"design":[47],"scheme":[50,133],"varying":[51],"sizes":[53],"(VSSI-T2)":[57],"for":[58],"accelerating":[59],"speed":[61],"off-target":[64],"conditions":[65],"linear":[67,145],"profile":[68],"parameters.":[69],"We":[70],"investigate":[71],"performance":[74,137],"adaptive":[77,132],"approach":[78],"versus":[79],"its":[80],"fixed":[81],"counterparts.":[83],"To":[84],"find":[85],"optimal":[87],"setting":[88],"VSSI-T2,":[91],"build":[93],"an":[94],"optimisation":[95],"model":[96,116],"solved":[97],"using":[98,119],"genetic":[99],"algorithm":[100],"(GA).":[101],"Also,":[102],"average":[103],"time":[104],"signal":[106],"(ATS)":[107],"is":[108],"considered":[109],"as":[110],"objective":[112],"function":[113],"estimated":[118],"Markov":[121],"chain":[122],"fundamentals.":[123],"The":[124],"comparative":[125],"studies":[126],"reveal":[127],"potentials":[129],"improving":[135],"monitoring":[144],"profiles.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}