{"id":"https://openalex.org/W4395073204","doi":"https://doi.org/10.1007/s11227-024-06060-6","title":"A deep learning-based approach for predicting in-flight estimated time of arrival","display_name":"A deep learning-based approach for predicting in-flight estimated time of arrival","publication_year":2024,"publication_date":"2024-04-24","ids":{"openalex":"https://openalex.org/W4395073204","doi":"https://doi.org/10.1007/s11227-024-06060-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-024-06060-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06060-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06060-6.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06060-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074613945","display_name":"J. Silvestre","orcid":"https://orcid.org/0000-0002-4904-494X"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jorge Silvestre","raw_affiliation_strings":["Department of Computer Science, University of Valladolid, Plaza de la Universidad, 1, Segovia, 40005, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Valladolid, Plaza de la Universidad, 1, Segovia, 40005, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065554261","display_name":"Miguel A. Mart\u00ednez\u2010Prieto","orcid":"https://orcid.org/0000-0003-4418-561X"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Mart\u00ednez-Prieto","raw_affiliation_strings":["Department of Computer Science, University of Valladolid, Plaza de la Universidad, 1, Segovia, 40005, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Valladolid, Plaza de la Universidad, 1, Segovia, 40005, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078545294","display_name":"An\u00edbal Breg\u00f3n","orcid":"https://orcid.org/0000-0001-6752-1159"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Anibal Bregon","raw_affiliation_strings":["Department of Computer Science, University of Valladolid, Plaza de la Universidad, 1, Segovia, 40005, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Valladolid, Plaza de la Universidad, 1, Segovia, 40005, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059980283","display_name":"Pedro C. \u00c1lvarez-Esteban","orcid":"https://orcid.org/0000-0002-8818-0194"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro C. \u00c1lvarez-Esteban","raw_affiliation_strings":["Department of Statistics and Operational Research, University of Valladolid, Paseo de Bel\u00e9n, 7, Valladolid, 47011, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operational Research, University of Valladolid, Paseo de Bel\u00e9n, 7, Valladolid, 47011, Spain","institution_ids":["https://openalex.org/I108103353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074613945"],"corresponding_institution_ids":["https://openalex.org/I108103353"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":21.193,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.99162805,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"80","issue":"12","first_page":"17212","last_page":"17246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12125","display_name":"Aerospace and Aviation Technology","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8374475240707397},{"id":"https://openalex.org/keywords/arrival-time","display_name":"Arrival time","score":0.701696515083313},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.6512879133224487},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5836038589477539},{"id":"https://openalex.org/keywords/flight-plan","display_name":"Flight plan","score":0.5539184212684631},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5173884630203247},{"id":"https://openalex.org/keywords/time-of-arrival","display_name":"Time of arrival","score":0.47721344232559204},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46929460763931274},{"id":"https://openalex.org/keywords/air-traffic-management","display_name":"Air traffic management","score":0.4606786370277405},{"id":"https://openalex.org/keywords/air-traffic-control","display_name":"Air traffic control","score":0.4359048008918762},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.40896719694137573},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.1841752529144287},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17625263333320618},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.13936010003089905},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12663963437080383},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0916849672794342}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8374475240707397},{"id":"https://openalex.org/C3017552255","wikidata":"https://www.wikidata.org/wiki/Q4135208","display_name":"Arrival time","level":2,"score":0.701696515083313},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.6512879133224487},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5836038589477539},{"id":"https://openalex.org/C2780211030","wikidata":"https://www.wikidata.org/wiki/Q545034","display_name":"Flight plan","level":2,"score":0.5539184212684631},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5173884630203247},{"id":"https://openalex.org/C163150518","wikidata":"https://www.wikidata.org/wiki/Q4135208","display_name":"Time of arrival","level":3,"score":0.47721344232559204},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46929460763931274},{"id":"https://openalex.org/C2776777543","wikidata":"https://www.wikidata.org/wiki/Q1361182","display_name":"Air traffic management","level":3,"score":0.4606786370277405},{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.4359048008918762},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.40896719694137573},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.1841752529144287},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17625263333320618},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.13936010003089905},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12663963437080383},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0916849672794342},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11227-024-06060-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06060-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06060-6.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},{"id":"pmh:oai:uvadoc.uva.es:10324/73753","is_oa":true,"landing_page_url":"https://uvadoc.uva.es/handle/10324/73753","pdf_url":"https://uvadoc.uva.es/bitstream/10324/73753/1/s11227-024-06060-6.pdf","source":{"id":"https://openalex.org/S4306401553","display_name":"UVaDOC UVaDOC University of Valladolid Documentary Repository (University of Valladolid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108103353","host_organization_name":"Universidad de Valladolid","host_organization_lineage":["https://openalex.org/I108103353"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s11227-024-06060-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06060-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06060-6.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1650125035","display_name":null,"funder_award_id":"B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G3669131543","display_name":null,"funder_award_id":"PID2021-126659OB-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G4970018620","display_name":null,"funder_award_id":"PID2020-114635RB-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5805502524","display_name":null,"funder_award_id":"PID2020","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G6589649124","display_name":null,"funder_award_id":"PID2020-","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320312331","display_name":"Banco Santander","ror":"https://ror.org/017d1hs72"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320324500","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4395073204.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1584673212","https://openalex.org/W1678356000","https://openalex.org/W1986760892","https://openalex.org/W1988790447","https://openalex.org/W2056132907","https://openalex.org/W2064675550","https://openalex.org/W2069143585","https://openalex.org/W2157331557","https://openalex.org/W2210037759","https://openalex.org/W2329469972","https://openalex.org/W2808980192","https://openalex.org/W2888763990","https://openalex.org/W2897997731","https://openalex.org/W2911964244","https://openalex.org/W2982537575","https://openalex.org/W2991174942","https://openalex.org/W3042273304","https://openalex.org/W3107000431","https://openalex.org/W3133618741","https://openalex.org/W4205994975","https://openalex.org/W4243683928","https://openalex.org/W4280624222","https://openalex.org/W4290861333"],"related_works":["https://openalex.org/W2135905813","https://openalex.org/W2043775914","https://openalex.org/W1810199839","https://openalex.org/W2524124301","https://openalex.org/W2117665294","https://openalex.org/W2188701058","https://openalex.org/W2040637124","https://openalex.org/W2341938023","https://openalex.org/W173815717","https://openalex.org/W2044072190"],"abstract_inverted_index":{"Abstract":[0],"Predictability":[1],"is":[2],"key":[3],"for":[4,18],"efficient":[5],"and":[6,29,37,53,86,132,136,142],"safe":[7],"air":[8],"traffic":[9],"management.":[10],"In":[11,66],"particular,":[12],"accurately":[13,94],"estimating":[14],"time":[15,97],"of":[16,35,63,83,98,118,125],"arrival":[17],"current":[19],"passenger":[20],"flights":[21,105],"may":[22],"help":[23],"terminal":[24],"controllers":[25],"to":[26,51,56,93],"plan":[27],"ahead":[28],"optimize":[30],"airport":[31,111],"operations":[32],"in":[33,113],"terms":[34],"safety":[36],"resource":[38],"allocation.":[39],"While":[40],"traditional":[41],"physics-based":[42],"simulations":[43],"are":[44,49],"still":[45],"widely":[46],"used,":[47],"they":[48],"complex":[50],"model":[52,103],"often":[54],"fail":[55],"include":[57],"many":[58],"factors":[59],"affecting":[60],"the":[61,80,84,90,114,129],"progress":[62],"a":[64,71,121],"flight.":[65],"this":[67],"paper,":[68],"we":[69],"propose":[70],"deep":[72],"learning":[73],"approach":[74],"based":[75],"on":[76,104],"LSTM":[77],"that":[78],"leverages":[79],"4D":[81],"trajectory":[82],"flight":[85,131],"weather":[87],"data":[88],"at":[89,107,139],"destination":[91],"airport,":[92],"predict":[95],"estimated":[96],"arrival.":[99],"We":[100],"evaluate":[101],"our":[102],"arriving":[106],"Adolfo":[108],"Su\u00e1rez-Madrid":[109],"Barajas":[110],"(Spain),":[112],"first":[115],"three":[116],"quarters":[117],"2022,":[119],"achieving":[120],"mean":[122],"absolute":[123],"error":[124],"2.65":[126],"min":[127],"over":[128],"entire":[130],"reporting":[133],"competitive":[134],"short-":[135],"long-term":[137],"predictions":[138],"different":[140],"spatial":[141],"temporal":[143],"horizons.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2024-04-25T00:00:00"}