{"id":"https://openalex.org/W2253526272","doi":"https://doi.org/10.17877/de290r-16521","title":"Multivariate statistical process control using dynamic ensemble methods","display_name":"Multivariate statistical process control using dynamic ensemble methods","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2253526272","doi":"https://doi.org/10.17877/de290r-16521","mag":"2253526272"},"language":"en","primary_location":{"id":"pmh:oai:eldorado.tu-dortmund.de:2003/34465","is_oa":false,"landing_page_url":"http://hdl.handle.net/2003/34465","pdf_url":null,"source":{"id":"https://openalex.org/S4306400811","display_name":"Technische Universit\u00e4t Dortmund Eldorado (Technische Universit\u00e4t Dortmund)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210148506","host_organization_name":"Erich-Brost-Institut","host_organization_lineage":["https://openalex.org/I4210148506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doc-type:Text"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.17877/de290r-16521","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032371328","display_name":"Dhouha Mejri","orcid":"https://orcid.org/0000-0002-5639-9204"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mejri, Dhouha","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032371328"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08339417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9934999942779541,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9575999975204468,"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/multivariate-statistics","display_name":"Multivariate statistics","score":0.6597254872322083},{"id":"https://openalex.org/keywords/statistical-process-control","display_name":"Statistical process control","score":0.6239525675773621},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5528970956802368},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5443962216377258},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.42684414982795715},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4156280755996704},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.41466179490089417},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4070560336112976},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33657461404800415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3272923529148102},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27469342947006226},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2581470012664795}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6597254872322083},{"id":"https://openalex.org/C113644684","wikidata":"https://www.wikidata.org/wiki/Q1356717","display_name":"Statistical process control","level":3,"score":0.6239525675773621},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5528970956802368},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5443962216377258},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.42684414982795715},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4156280755996704},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.41466179490089417},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4070560336112976},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33657461404800415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3272923529148102},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27469342947006226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2581470012664795},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:eldorado.tu-dortmund.de:2003/34465","is_oa":false,"landing_page_url":"http://hdl.handle.net/2003/34465","pdf_url":null,"source":{"id":"https://openalex.org/S4306400811","display_name":"Technische Universit\u00e4t Dortmund Eldorado (Technische Universit\u00e4t Dortmund)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210148506","host_organization_name":"Erich-Brost-Institut","host_organization_lineage":["https://openalex.org/I4210148506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doc-type:Text"},{"id":"doi:10.17877/de290r-16521","is_oa":true,"landing_page_url":"https://doi.org/10.17877/de290r-16521","pdf_url":null,"source":{"id":"https://openalex.org/S4306400811","display_name":"Technische Universit\u00e4t Dortmund Eldorado (Technische Universit\u00e4t Dortmund)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210148506","host_organization_name":"Erich-Brost-Institut","host_organization_lineage":["https://openalex.org/I4210148506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2253526272","is_oa":false,"landing_page_url":"https://eldorado.tu-dortmund.de/bitstream/2003/34465/1/Dissertation.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.17877/de290r-16521","is_oa":true,"landing_page_url":"https://doi.org/10.17877/de290r-16521","pdf_url":null,"source":{"id":"https://openalex.org/S4306400811","display_name":"Technische Universit\u00e4t Dortmund Eldorado (Technische Universit\u00e4t Dortmund)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210148506","host_organization_name":"Erich-Brost-Institut","host_organization_lineage":["https://openalex.org/I4210148506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W43897323","https://openalex.org/W44465617","https://openalex.org/W48611550","https://openalex.org/W64908097","https://openalex.org/W80060346","https://openalex.org/W135258734","https://openalex.org/W188803003","https://openalex.org/W1506455642","https://openalex.org/W1507527858","https://openalex.org/W1513735748","https://openalex.org/W1517050652","https://openalex.org/W1549485114","https://openalex.org/W1576416248","https://openalex.org/W1585387811","https://openalex.org/W1585854823","https://openalex.org/W1682770403","https://openalex.org/W1972290760","https://openalex.org/W1991073929","https://openalex.org/W1996690242","https://openalex.org/W2000225982","https://openalex.org/W2004963814","https://openalex.org/W2009727399","https://openalex.org/W2011604517","https://openalex.org/W2015902695","https://openalex.org/W2022775778","https://openalex.org/W2051903196","https://openalex.org/W2059468498","https://openalex.org/W2073256825","https://openalex.org/W2077508905","https://openalex.org/W2078382802","https://openalex.org/W2082395561","https://openalex.org/W2086284454","https://openalex.org/W2087751936","https://openalex.org/W2091311817","https://openalex.org/W2092339921","https://openalex.org/W2093825590","https://openalex.org/W2096846143","https://openalex.org/W2101270019","https://openalex.org/W2109364787","https://openalex.org/W2110222014","https://openalex.org/W2113363889","https://openalex.org/W2122868074","https://openalex.org/W2130044234","https://openalex.org/W2135335717","https://openalex.org/W2136690843","https://openalex.org/W2140475657","https://openalex.org/W2164820906","https://openalex.org/W2167917621","https://openalex.org/W2168031673","https://openalex.org/W2168825483","https://openalex.org/W2171809276","https://openalex.org/W2172080108","https://openalex.org/W2395711820","https://openalex.org/W2513140769","https://openalex.org/W2544745230","https://openalex.org/W2612698075","https://openalex.org/W2808495323","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W1980674892","https://openalex.org/W2041303354","https://openalex.org/W2528197043","https://openalex.org/W2478551822","https://openalex.org/W3019074646","https://openalex.org/W2419790116","https://openalex.org/W2413359378","https://openalex.org/W2400067049","https://openalex.org/W2316324126","https://openalex.org/W2504593813","https://openalex.org/W3173375554","https://openalex.org/W1014770726","https://openalex.org/W1987388105","https://openalex.org/W3148860220","https://openalex.org/W1504148795","https://openalex.org/W1627533315","https://openalex.org/W2506822215","https://openalex.org/W1559636647","https://openalex.org/W2024848355","https://openalex.org/W2552728178"],"abstract_inverted_index":{"One":[0],"important":[1],"challenge":[2],"with":[3,101,195,267],"some":[4],"applications":[5],"such":[6,44],"as":[7,38,142,144],"credit":[8],"card":[9],"fraud":[10],"detection,":[11],"intrusion":[12],"detection":[13],"and":[14,26,48,58,78,99,212,241,273],"network":[15],"traffic":[16],"monitoring":[17,163],"is":[18,70,129,184,218,227],"that":[19,188,235],"data":[20,36,45,106],"arrive":[21],"in":[22,30,35,84,87,89,153,262],"streams":[23],"over":[24],"time":[25,170],"leads":[27],"to":[28,54,63,71,91,155,271],"changes":[29,57,86],"concepts":[31],"which":[32],"are":[33,150,205,246],"known":[34],"mining":[37],"concept":[39,97,160,264],"drift.":[40],"Thus,":[41],"models":[42],"analyzing":[43],"become":[46],"obsolete":[47],"efficient":[49],"learning":[50,221,231,263],"should":[51],"be":[52],"able":[53],"identify":[55],"these":[56],"quickly":[59],"update":[60],"the":[61,73,93,102,139,157,181,189,196,199,225,239,254],"system":[62,240],"them.":[64],"The":[65,216],"objective":[66],"of":[67,75,95,104,138,147,159,180,198,238],"this":[68,111],"dissertation":[69],"investigate":[72],"effectiveness":[74],"ensemble":[76,127,210,257],"methods":[77,128,211],"Statistical":[79],"Process":[80],"Control":[81],"(SPC)":[82],"techniques":[83],"detecting":[85],"processes":[88],"order":[90,154],"improve":[92],"robustness":[94,149],"tracking":[96],"drift":[98,161],"coping":[100],"dynamics":[103],"online":[105,229],"stream":[107],"processes.":[108],"For":[109],"reaching":[110],"objective,":[112],"different":[113],"heuristics":[114,204,251],"were":[115],"proposed.":[116,130,185],"First,":[117],"an":[118,145,219,228],"improved":[119],"dynamic":[120],"weighted":[121],"majority":[122],"Winnow":[123],"algorithm":[124,137],"based":[125,134,174,207],"on":[126,135,175,208],"Furthermore,":[131],"parameters":[132],"optimization":[133],"genetic":[136],"proposed":[140,206],"method":[141],"well":[143],"analysis":[146],"its":[148],"investigated.":[151],"Second,":[152],"handle":[156],"problem":[158],"while":[162,224],"nonstationary":[164],"environment":[165],"using":[166,249],"SPC":[167],"tools,":[168],"a":[169,176,268],"adjusting":[171],"control":[172,214],"chart":[173,222],"recursive":[177],"adaptive":[178,213,256],"formulas":[179],"charting":[182],"statistics":[183],"Results":[186,233],"show":[187,234],"updating":[190],"charts":[191,258],"cope":[192],"much":[193],"better":[194,260],"nonstationarity":[197],"environment.":[200],"Also,":[201,253],"two":[202],"new":[203,255],"both":[209,250],"charts.":[215],"first":[217],"offline":[220],"model":[223],"second":[226],"batch":[230],"algorithm.":[232],"quick":[236],"adaptation":[237],"accurate":[242],"shift":[243],"point":[244],"identification":[245],"achieved":[247],"when":[248],"together.":[252],"have":[259],"performance":[261],"drifts":[265],"along":[266],"good":[269],"suitability":[270],"nonlinearity":[272],"noise":[274],"issues.":[275]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}