{"id":"https://openalex.org/W4410428277","doi":"https://doi.org/10.1109/tits.2025.3568064","title":"<i>TiI</i> : A Novel Framework for Predicting Pre-Tactical Multiple Airports Traffic Flows by Integrating Flight Plans and Weather Data","display_name":"<i>TiI</i> : A Novel Framework for Predicting Pre-Tactical Multiple Airports Traffic Flows by Integrating Flight Plans and Weather Data","publication_year":2025,"publication_date":"2025-05-16","ids":{"openalex":"https://openalex.org/W4410428277","doi":"https://doi.org/10.1109/tits.2025.3568064"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3568064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3568064","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/A5104074098","display_name":"Ye Tao","orcid":"https://orcid.org/0009-0001-4669-7953"},"institutions":[{"id":"https://openalex.org/I4210163147","display_name":"Traffic Management Research Institute","ror":"https://ror.org/05gk6fr31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I1302611135","https://openalex.org/I4210163147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Tao","raw_affiliation_strings":["State Key Laboratory of Air Traffic Management System, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0001-4669-7953","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Air Traffic Management System, Nanjing, China","institution_ids":["https://openalex.org/I4210163147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104005106","display_name":"Xinwei Zhao","orcid":"https://orcid.org/0009-0002-4294-9129"},"institutions":[{"id":"https://openalex.org/I4210133325","display_name":"Institute of Process Engineering","ror":"https://ror.org/03j4x9j18","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210133325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwei Zhao","raw_affiliation_strings":["Institute of Process Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Process Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210133325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101465259","display_name":"Zhen Yan","orcid":"https://orcid.org/0000-0003-0990-5749"},"institutions":[{"id":"https://openalex.org/I4210163147","display_name":"Traffic Management Research Institute","ror":"https://ror.org/05gk6fr31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I1302611135","https://openalex.org/I4210163147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Yan","raw_affiliation_strings":["State Key Laboratory of Air Traffic Management System, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0990-5749","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Air Traffic Management System, Nanjing, China","institution_ids":["https://openalex.org/I4210163147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035112538","display_name":"Jinhui Tang","orcid":"https://orcid.org/0000-0001-9008-222X"},"institutions":[{"id":"https://openalex.org/I4210163147","display_name":"Traffic Management Research Institute","ror":"https://ror.org/05gk6fr31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I1302611135","https://openalex.org/I4210163147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhui Tang","raw_affiliation_strings":["State Key Laboratory of Air Traffic Management System, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Air Traffic Management System, Nanjing, China","institution_ids":["https://openalex.org/I4210163147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329432","display_name":"Chong Wang","orcid":"https://orcid.org/0000-0001-9433-0112"},"institutions":[{"id":"https://openalex.org/I4210163147","display_name":"Traffic Management Research Institute","ror":"https://ror.org/05gk6fr31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I1302611135","https://openalex.org/I4210163147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Wang","raw_affiliation_strings":["State Key Laboratory of Air Traffic Management System, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Air Traffic Management System, Nanjing, China","institution_ids":["https://openalex.org/I4210163147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105513298","display_name":"Chen Zhou","orcid":"https://orcid.org/0000-0003-1209-2590"},"institutions":[{"id":"https://openalex.org/I4210163147","display_name":"Traffic Management Research Institute","ror":"https://ror.org/05gk6fr31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I1302611135","https://openalex.org/I4210163147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Zhou","raw_affiliation_strings":["State Key Laboratory of Air Traffic Management System, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Air Traffic Management System, Nanjing, China","institution_ids":["https://openalex.org/I4210163147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12863509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"9","first_page":"12922","last_page":"12933"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9858999848365784,"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":0.9355999827384949,"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/transport-engineering","display_name":"Transport engineering","score":0.6309698820114136},{"id":"https://openalex.org/keywords/air-traffic-control","display_name":"Air traffic control","score":0.5581569671630859},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4497621953487396},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.41777151823043823},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3409573435783386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.307411253452301},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.13272273540496826}],"concepts":[{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.6309698820114136},{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.5581569671630859},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4497621953487396},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.41777151823043823},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3409573435783386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.307411253452301},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.13272273540496826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3568064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3568064","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G2485111289","display_name":null,"funder_award_id":"P05-24-02-032","funder_id":"https://openalex.org/F4320334111","funder_display_name":"Innovation Fund"}],"funders":[{"id":"https://openalex.org/F4320334111","display_name":"Innovation Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1701760339","https://openalex.org/W2005207600","https://openalex.org/W2032549372","https://openalex.org/W2036785686","https://openalex.org/W2090858180","https://openalex.org/W2114770744","https://openalex.org/W2118338009","https://openalex.org/W2124892774","https://openalex.org/W2133665775","https://openalex.org/W2157331557","https://openalex.org/W2171234954","https://openalex.org/W2175433587","https://openalex.org/W2307898167","https://openalex.org/W2587852628","https://openalex.org/W2884001105","https://openalex.org/W2890485603","https://openalex.org/W2963182372","https://openalex.org/W2964015378","https://openalex.org/W3001566134","https://openalex.org/W3027664001","https://openalex.org/W3031239208","https://openalex.org/W3094253649","https://openalex.org/W3096831136","https://openalex.org/W3126994406","https://openalex.org/W3183312143","https://openalex.org/W3199120435","https://openalex.org/W3206156324","https://openalex.org/W3206824631","https://openalex.org/W3210291554","https://openalex.org/W4200173733","https://openalex.org/W4206153319","https://openalex.org/W4225329207","https://openalex.org/W4311724004","https://openalex.org/W4313291741","https://openalex.org/W4318337890","https://openalex.org/W4319867819","https://openalex.org/W4327967888","https://openalex.org/W4376891289","https://openalex.org/W4377079715","https://openalex.org/W4384283571","https://openalex.org/W4386432002","https://openalex.org/W4392592926","https://openalex.org/W4393972847","https://openalex.org/W4399107823","https://openalex.org/W4400525180","https://openalex.org/W4401163474","https://openalex.org/W4401541730","https://openalex.org/W4402593136"],"related_works":["https://openalex.org/W4388561773","https://openalex.org/W2123753634","https://openalex.org/W597539240","https://openalex.org/W2173790754","https://openalex.org/W2107258857","https://openalex.org/W2951616407","https://openalex.org/W2506045231","https://openalex.org/W633167199","https://openalex.org/W323054149","https://openalex.org/W2152805146"],"abstract_inverted_index":{"The":[0],"accurate":[1],"prediction":[2,78],"of":[3,11,44,130,167,196,212],"traffic":[4,24,36,154,185],"flows,":[5],"defined":[6],"as":[7,67,69],"the":[8,28,41,55,73,115,131,146,161,165,172,194,210,213,218],"aggregate":[9],"forecasting":[10],"combined":[12],"departure":[13],"and":[14,75,120,142,151,180],"arrival":[15],"volumes":[16],"across":[17],"multiple":[18,100],"airports":[19,101],"within":[20,217],"a":[21,84],"designated":[22],"air":[23,35],"control":[25],"zone":[26],"during":[27],"pre-tactical":[29],"phase,":[30],"is":[31,92],"crucial":[32],"for":[33,157],"effective":[34],"flow":[37,155,186],"management,":[38],"particularly":[39],"given":[40],"rapid":[42],"growth":[43],"aviation":[45],"transportation.":[46],"However,":[47],"existing":[48],"methods":[49],"face":[50],"significant":[51],"challenges":[52],"in":[53,62,72,94],"modeling":[54],"complex":[56],"spatial-temporal":[57,108,137],"dependencies":[58,138],"due":[59],"to":[60,134,175],"difficulties":[61],"constructing":[63],"appropriate":[64],"graph":[65],"structures,":[66],"well":[68],"limitations":[70],"inherent":[71],"algorithms":[74],"periodic":[76],"trend-based":[77],"mechanisms.":[79],"To":[80,164],"address":[81],"these":[82],"challenges,":[83],"novel":[85],"framework":[86],"termed":[87],"Transformation":[88],"into":[89,104,110,126,153,188],"Image":[90],"(TiI)":[91],"proposed":[93,116],"this":[95],"study.":[96],"Initially,":[97],"data":[98,156,187],"from":[99],"are":[102,124,149],"transformed":[103],"images,":[105],"effectively":[106],"compressing":[107],"features":[109],"grid-based":[111],"distribution":[112],"representations.":[113],"Subsequently,":[114],"multi-kernel":[117],"convolution":[118],"module":[119,123],"parallel":[121],"patch-transformer":[122],"integrated":[125],"each":[127],"resolution":[128],"stream":[129],"U-Net":[132],"architecture":[133],"accurately":[135],"capture":[136],"at":[139],"both":[140,178],"coarse-grained":[141],"fine-grained":[143],"levels.":[144],"Finally,":[145],"predicted":[147],"images":[148],"converted":[150],"partitioned":[152],"individual":[158],"airports,":[159],"yielding":[160],"desired":[162],"results.":[163],"best":[166],"our":[168],"knowledge,":[169],"TiI":[170,219],"represents":[171],"first":[173],"approach":[174],"synchronously":[176],"extract":[177],"spatial":[179],"temporal":[181],"dynamics":[182],"by":[183],"encoding":[184],"image":[189],"representation.":[190],"Extensive":[191],"experiments":[192],"validate":[193],"feasibility":[195],"TiI,":[197],"demonstrating":[198],"that":[199],"it":[200],"significantly":[201],"outperforms":[202],"comparative":[203],"methods.":[204],"Furthermore,":[205],"an":[206],"ablation":[207],"study":[208],"confirms":[209],"effectiveness":[211],"two":[214],"core":[215],"components":[216],"regression":[220],"model.":[221]},"counts_by_year":[],"updated_date":"2026-02-09T05:59:30.833894","created_date":"2025-10-10T00:00:00"}