{"id":"https://openalex.org/W3024861611","doi":"https://doi.org/10.1109/tits.2020.2990960","title":"Forecasting Flight Delays Using Clustered Models Based on Airport Networks","display_name":"Forecasting Flight Delays Using Clustered Models Based on Airport Networks","publication_year":2020,"publication_date":"2020-05-11","ids":{"openalex":"https://openalex.org/W3024861611","doi":"https://doi.org/10.1109/tits.2020.2990960","mag":"3024861611"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2020.2990960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.2990960","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","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/A5011593063","display_name":"Mehmet G\u00fcvercin","orcid":"https://orcid.org/0000-0002-4354-3983"},"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":true,"raw_author_name":"Mehmet Guvercin","raw_affiliation_strings":["Department of Computer Engineering, Bilkent University, Ankara, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-4354-3983","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054889730","display_name":"Nilg\u00fcn Ferhatosmano\u011flu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145505","display_name":"University of Turkish Aeronautical Association","ror":"https://ror.org/055p14r26","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210145505"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nilgun Ferhatosmanoglu","raw_affiliation_strings":["Department of Industrial Engineering, University of Turkish Aeronautical Association, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Turkish Aeronautical Association, Ankara, Turkey","institution_ids":["https://openalex.org/I4210145505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001375267","display_name":"Bu\u011fra Gedik","orcid":"https://orcid.org/0000-0002-0622-1141"},"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":"Bugra Gedik","raw_affiliation_strings":["Department of Computer Engineering, Bilkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011593063"],"corresponding_institution_ids":["https://openalex.org/I168864056"],"apc_list":null,"apc_paid":null,"fwci":22.7972,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.98860424,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"22","issue":"5","first_page":"3179","last_page":"3189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11599","display_name":"Aviation Industry Analysis and Trends","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9617000222206116,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5054988861083984},{"id":"https://openalex.org/keywords/asde-x","display_name":"ASDE-X","score":0.44160762429237366},{"id":"https://openalex.org/keywords/air-traffic-control","display_name":"Air traffic control","score":0.35223639011383057},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3348230719566345},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.262179970741272},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.24398091435432434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5054988861083984},{"id":"https://openalex.org/C168958951","wikidata":"https://www.wikidata.org/wiki/Q4654156","display_name":"ASDE-X","level":3,"score":0.44160762429237366},{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.35223639011383057},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3348230719566345},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.262179970741272},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.24398091435432434}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tits.2020.2990960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.2990960","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/76898","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/76898","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":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8542760767","display_name":null,"funder_award_id":"112M950","funder_id":"https://openalex.org/F4320322626","funder_display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu"}],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"},{"id":"https://openalex.org/F4320323792","display_name":"Bilkent \u00dcniversitesi","ror":"https://ror.org/02vh8a032"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W591738943","https://openalex.org/W1767395865","https://openalex.org/W1977556410","https://openalex.org/W1989083338","https://openalex.org/W1993046026","https://openalex.org/W2006487144","https://openalex.org/W2015444745","https://openalex.org/W2015953751","https://openalex.org/W2023841300","https://openalex.org/W2025543856","https://openalex.org/W2033590892","https://openalex.org/W2042591571","https://openalex.org/W2047940964","https://openalex.org/W2054899805","https://openalex.org/W2056944867","https://openalex.org/W2064675550","https://openalex.org/W2068015060","https://openalex.org/W2079147754","https://openalex.org/W2085355973","https://openalex.org/W2089296357","https://openalex.org/W2095293504","https://openalex.org/W2097747115","https://openalex.org/W2113214536","https://openalex.org/W2119523557","https://openalex.org/W2128061541","https://openalex.org/W2130522879","https://openalex.org/W2138621811","https://openalex.org/W2145206351","https://openalex.org/W2155263726","https://openalex.org/W2159675211","https://openalex.org/W2165373520","https://openalex.org/W2168134691","https://openalex.org/W2526379119","https://openalex.org/W2547499993","https://openalex.org/W2604861992","https://openalex.org/W3147178137","https://openalex.org/W6637958541","https://openalex.org/W6655932363","https://openalex.org/W6661122342","https://openalex.org/W6728857293","https://openalex.org/W6891930171"],"related_works":["https://openalex.org/W2152089823","https://openalex.org/W1981197990","https://openalex.org/W2771367207","https://openalex.org/W1498506154","https://openalex.org/W2149428561","https://openalex.org/W3138539494","https://openalex.org/W2134844958","https://openalex.org/W2128670454","https://openalex.org/W1552768004","https://openalex.org/W2117374887"],"abstract_inverted_index":{"Estimating":[0],"flight":[1,58,125,151,156,172],"delays":[2,12,59],"is":[3],"important":[4],"for":[5,49,90,102,121],"airlines,":[6],"airports,":[7],"and":[8,36,95,137],"passengers,":[9],"as":[10,67,69,109,144],"the":[11,30,37,40,43,54,64,70,77,105,123,135,139,150],"are":[13,113],"among":[14],"major":[15],"costs":[16],"in":[17,42,76,148],"air":[18],"transportation.":[19],"Each":[20],"delay":[21,31,71],"may":[22],"cause":[23],"a":[24,87,97,130],"further":[25],"propagation":[26],"of":[27,33,39,56,60,73,93,134,171],"delays.":[28,126,152,173],"Hence,":[29],"pattern":[32],"an":[34,61,145],"airport":[35,41,119],"location":[38],"network":[44,65,106,131],"can":[45],"provide":[46],"useful":[47],"information":[48,66],"other":[50],"airports.":[51],"We":[52,127],"address":[53],"problem":[55],"forecasting":[57,149],"airport,":[62],"utilizing":[63],"well":[68],"patterns":[72],"similar":[74],"airports":[75,94,136,164],"network.":[78],"The":[79,111,153],"proposed":[80],"\u201cClustered":[81],"Airport":[82],"Modeling\u201d":[83],"(CAM)":[84],"approach":[85],"builds":[86],"representative":[88],"time-series":[89],"each":[91,118],"group":[92],"fits":[96],"common":[98],"model":[99],"(e.g.,":[100],"REG-ARIMA)":[101],"each,":[103],"using":[104,161],"based":[107,132],"features":[108],"regressors.":[110],"models":[112],"then":[114],"applied":[115],"individually":[116],"to":[117],"data":[120,157],"predicting":[122],"airport's":[124],"also":[128],"performed":[129],"analysis":[133],"identified":[138],"Betweenness":[140],"Centrality":[141],"(BC)":[142],"score":[143],"effective":[146],"feature":[147],"experiments":[154],"on":[155],"over":[158],"seven":[159],"years":[160],"305":[162],"US":[163],"show":[165],"that":[166],"CAM":[167],"provides":[168],"accurate":[169],"forecasts":[170]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}