{"id":"https://openalex.org/W4253361851","doi":"https://doi.org/10.1109/wsc.2014.7019950","title":"A simulation-based support tool for data-driven decision making: Operational testing for dependence modeling","display_name":"A simulation-based support tool for data-driven decision making: Operational testing for dependence modeling","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W4253361851","doi":"https://doi.org/10.1109/wsc.2014.7019950"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2014.7019950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2014.7019950","pdf_url":null,"source":{"id":"https://openalex.org/S4363608779","display_name":"Proceedings of the Winter Simulation Conference 2014","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference 2014","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/A5107857315","display_name":"Bahar Biller","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bahar Biller","raw_affiliation_strings":["Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067635161","display_name":"Alp Ak\u00e7ay","orcid":"https://orcid.org/0000-0003-2000-6816"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alp Akcay","raw_affiliation_strings":["Metropolitan College, Boston University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metropolitan College, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046703184","display_name":"Canan G. Corlu","orcid":null},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Canan Corlu","raw_affiliation_strings":["Department of Industrial Engineering, Bilkent University, Ankara, TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Bilkent University, Ankara, TURKEY","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056820451","display_name":"Sridhar Tayur","orcid":"https://orcid.org/0000-0002-8008-400X"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sridhar Tayur","raw_affiliation_strings":["Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4512,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63675214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"899","last_page":"909"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9883000254631042,"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"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9883000254631042,"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"}},{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.988099992275238,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9848999977111816,"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/computer-science","display_name":"Computer science","score":0.5804077982902527},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5692994594573975},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.5310474038124084},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.46491819620132446},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45396408438682556},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.42399176955223083},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"Sensitivity analysis","score":0.4174148142337799},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3917185664176941},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.36223965883255005},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3542681336402893},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2372908592224121},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18335318565368652},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.12460222840309143}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5804077982902527},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5692994594573975},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.5310474038124084},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.46491819620132446},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45396408438682556},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.42399176955223083},{"id":"https://openalex.org/C176147448","wikidata":"https://www.wikidata.org/wiki/Q1889114","display_name":"Sensitivity analysis","level":3,"score":0.4174148142337799},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3917185664176941},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.36223965883255005},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3542681336402893},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2372908592224121},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18335318565368652},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.12460222840309143},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/wsc.2014.7019950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2014.7019950","pdf_url":null,"source":{"id":"https://openalex.org/S4363608779","display_name":"Proceedings of the Winter Simulation Conference 2014","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference 2014","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/e188fe9d-ffda-4968-8f0c-68dca370aed7","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/e188fe9d-ffda-4968-8f0c-68dca370aed7","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biller, B, Ak\u00e7ay, A E, Tayur, S & Corlu, C 2014, A simulation-based support tool for data-driven decision making : operational testing for dependence modelling. in Proceedings of the 2014 Winter Simulation Conference, 7-10 December 2014, Savanah, Georgia. Institute of Electrical and Electronics Engineers, Piscataway, pp. 899-909. https://doi.org/10.1109/WSC.2014.7019950","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/28219","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/28219","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2014 Winter Simulation Conference, WSC 2014","raw_type":"Conference Paper"},{"id":"pmh:tue:oai:pure.tue.nl:publications/e188fe9d-ffda-4968-8f0c-68dca370aed7","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/e188fe9d-ffda-4968-8f0c-68dca370aed7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2014 Winter Simulation Conference, 7-10 December 2014, Savanah, Georgia, 899 - 909","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W587195296","https://openalex.org/W1580460461","https://openalex.org/W1972532135","https://openalex.org/W1989478866","https://openalex.org/W2008478452","https://openalex.org/W2095220782","https://openalex.org/W2229788597","https://openalex.org/W2289348089","https://openalex.org/W6689134626"],"related_works":["https://openalex.org/W1858541370","https://openalex.org/W2588058953","https://openalex.org/W2890908565","https://openalex.org/W2360731453","https://openalex.org/W4249135812","https://openalex.org/W2233640132","https://openalex.org/W2392097550","https://openalex.org/W1996354237","https://openalex.org/W1489922926","https://openalex.org/W4294531405"],"abstract_inverted_index":{"Dependencies":[0],"occur":[1],"naturally":[2],"between":[3],"input":[4,57,108,116],"processes":[5],"of":[6,44,55,64,92,105,115,168,195,243,265,271],"many":[7],"manufacturing":[8],"and":[9,72,193,218,278],"service":[10],"applications.":[11],"When":[12],"the":[13,20,24,42,62,65,79,86,103,112,124,129,139,157,160,166,208,216,223,227,240,250,262,266],"dependence":[14,46,67,80,125,140,286],"parameters":[15,47,68],"are":[16,69,74,98,280],"known":[17,30],"with":[18,189,226,276],"certainty,":[19],"failure":[21],"to":[22,31,76,83,110,121,135,155,205,214,220,248],"factor":[23],"dependencies":[25],"into":[26,282],"decisions":[27],"is":[28,40,95,148,151,274],"well":[29],"waste":[32],"significant":[33],"resources":[34],"in":[35,101,128,143,165],"system":[36,146],"management.":[37],"Our":[38],"focus":[39],"on":[41],"case":[43],"unknown":[45,66],"that":[48,96,234],"must":[49],"be":[50],"estimated":[51],"from":[52],"finite":[53],"amounts":[54],"historical":[56],"data.":[58,170],"In":[59],"this":[60,176],"case,":[61],"estimates":[63],"random":[70],"variables":[71],"simulations":[73],"designed":[75],"account":[77,221],"for":[78,123,175,222,239,285],"parameter":[81,117,126,141,245],"uncertainty":[82,118,127,142,161,228,246],"better":[84],"support":[85,210],"data-driven":[87,180],"decision":[88,209],"making.":[89],"The":[90,269],"premise":[91],"our":[93],"paper":[94],"there":[97,150],"certain":[99],"cases":[100],"which":[102,259],"assumption":[104,252],"an":[106,173,185],"independent":[107],"process":[109,188],"minimize":[111],"expected":[113,241],"cost":[114,242],"becomes":[119],"preferable":[120],"accounting":[122,238],"simulation.":[130],"Therefore,":[131],"a":[132,144,179,235,256],"fundamental":[133],"question":[134,177],"answer":[136,174],"before":[137],"capturing":[138],"stochastic":[145],"simulation":[147],"whether":[149],"sufficient":[152],"statistical":[153,236,257],"evidence":[154],"represent":[156],"dependence,":[158],"despite":[159],"around":[162,229],"its":[163,230],"estimate,":[164],"presence":[167],"limited":[169],"We":[171,198,232],"seek":[172],"within":[178],"inventory-management":[181],"context":[182],"by":[183],"considering":[184],"intermittent":[186],"demand":[187,191],"correlated":[190],"size":[192],"number":[194],"interdemand":[196],"periods.":[197],"propose":[199],"two":[200],"new":[201],"finite-sample":[202],"hypothesis":[203],"tests":[204,273],"serve":[206],"as":[207],"tools":[211],"determining":[212],"when":[213,219],"ignore":[215],"correlation":[217,224,244],"together":[225],"estimate.":[231],"show":[233],"test":[237,258],"tends":[247],"reject":[249],"independence":[251],"less":[253],"frequently":[254],"than":[255],"only":[260],"considers":[261],"sampling":[263],"distribution":[264],"correlation-parameter":[267],"estimator.":[268],"use":[270],"these":[272],"illustrated":[275],"examples":[277],"insights":[279],"provided":[281],"operational":[283],"testing":[284],"modeling.":[287]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2022-05-12T00:00:00"}