{"id":"https://openalex.org/W2791449056","doi":"https://doi.org/10.1109/itsc.2017.8317826","title":"Multi-objective fuzzy rule-based prediction and uncertainty quantification of aircraft taxi time","display_name":"Multi-objective fuzzy rule-based prediction and uncertainty quantification of aircraft taxi time","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2791449056","doi":"https://doi.org/10.1109/itsc.2017.8317826","mag":"2791449056"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2017.8317826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2017.8317826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)","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/A5103277925","display_name":"Jun Chen","orcid":"https://orcid.org/0000-0002-7691-447X"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jun Chen","raw_affiliation_strings":["School of Engineering and Materials Science, Queen Mary University of London, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Materials Science, Queen Mary University of London, London, UK","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078769590","display_name":"Michal Weiszer","orcid":"https://orcid.org/0000-0003-3513-5792"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michal Weiszer","raw_affiliation_strings":["School of Engineering, University of Lincoln, Lincoln, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, UK","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069264601","display_name":"E. Zareian","orcid":"https://orcid.org/0009-0003-9123-344X"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elham Zareian","raw_affiliation_strings":["School of Engineering, University of Lincoln, Lincoln, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, UK","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069916821","display_name":"Mahdi Mahfouf","orcid":"https://orcid.org/0000-0002-7349-5396"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mahdi Mahfouf","raw_affiliation_strings":["Dept. of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Dept. of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046059393","display_name":"Olusayo Obajemu","orcid":"https://orcid.org/0000-0001-6181-9245"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Olusayo Obajemu","raw_affiliation_strings":["Dept. of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Dept. of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103277925"],"corresponding_institution_ids":["https://openalex.org/I166337079"],"apc_list":null,"apc_paid":null,"fwci":22.8112,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.98944451,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":1.0,"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":1.0,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11599","display_name":"Aviation Industry Analysis and Trends","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/runway","display_name":"Runway","score":0.8886751532554626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6347569227218628},{"id":"https://openalex.org/keywords/air-traffic-control","display_name":"Air traffic control","score":0.619209349155426},{"id":"https://openalex.org/keywords/air-traffic-management","display_name":"Air traffic management","score":0.5872877240180969},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5443867444992065},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5216025114059448},{"id":"https://openalex.org/keywords/aviation","display_name":"Aviation","score":0.47308260202407837},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4167477488517761},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.246104896068573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15337422490119934}],"concepts":[{"id":"https://openalex.org/C81155309","wikidata":"https://www.wikidata.org/wiki/Q184590","display_name":"Runway","level":2,"score":0.8886751532554626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6347569227218628},{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.619209349155426},{"id":"https://openalex.org/C2776777543","wikidata":"https://www.wikidata.org/wiki/Q1361182","display_name":"Air traffic management","level":3,"score":0.5872877240180969},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5443867444992065},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5216025114059448},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.47308260202407837},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4167477488517761},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.246104896068573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15337422490119934},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/itsc.2017.8317826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2017.8317826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:155487","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Proceedings Paper"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/36378","is_oa":false,"landing_page_url":"http://qmro.qmul.ac.uk/xmlui/handle/123456789/36378","pdf_url":null,"source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5657975588","display_name":null,"funder_award_id":"EP/N029496/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5858133855","display_name":null,"funder_award_id":"EP/N029496/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6661111950","display_name":null,"funder_award_id":"EP/N029356/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1562617742","https://openalex.org/W1595881077","https://openalex.org/W1976485646","https://openalex.org/W1990681647","https://openalex.org/W2011306253","https://openalex.org/W2016086965","https://openalex.org/W2037957066","https://openalex.org/W2078644189","https://openalex.org/W2099982093","https://openalex.org/W2101582162","https://openalex.org/W2133204672","https://openalex.org/W2314175212","https://openalex.org/W4251638344","https://openalex.org/W6633456441","https://openalex.org/W6674776005"],"related_works":["https://openalex.org/W2184929107","https://openalex.org/W1574426306","https://openalex.org/W2101513846","https://openalex.org/W2805273041","https://openalex.org/W3097769410","https://openalex.org/W824264652","https://openalex.org/W2183002066","https://openalex.org/W16517608","https://openalex.org/W189651892","https://openalex.org/W615204497"],"abstract_inverted_index":{"The":[0],"ever":[1],"growing":[2],"air":[3,9,20],"traffic":[4,21],"demand":[5],"and":[6,26,50,61,79,85,109,163],"highly":[7],"connected":[8],"transportation":[10],"networks":[11],"put":[12],"considerable":[13],"pressure":[14],"for":[15,90],"the":[16,121,124,152],"sector":[17],"to":[18,70,100,131,137,169,175,179],"optimise":[19],"management":[22],"(ATM)":[23],"related":[24],"performances":[25],"develop":[27,171],"robust":[28,172],"ATM":[29],"systems.":[30],"Recent":[31],"efforts":[32],"made":[33],"in":[34,44,158],"accurate":[35,86],"aircraft":[36,92,145],"taxi":[37,48,87,116,173,181],"time":[38,88],"prediction":[39,89],"have":[40],"shown":[41],"significant":[42],"advancement":[43],"generating":[45],"more":[46,160],"efficient":[47],"routes":[49],"schedules,":[51],"benefiting":[52],"other":[53],"key":[54],"airside":[55],"operations,":[56],"such":[57,102,140],"as":[58,103,115],"runway":[59],"sequencing":[60],"gate":[62],"assignment.":[63],"However,":[64],"little":[65],"study":[66],"has":[67],"been":[68],"devoted":[69],"quantification":[71],"of":[72,127],"uncertainty":[73,157],"associated":[74],"with":[75],"taxiing":[76,146],"aircraft.":[77],"Routes":[78],"schedules":[80],"generated":[81],"based":[82,142],"on":[83,143],"deterministic":[84],"an":[91],"may":[93],"not":[94],"be":[95],"resilient":[96],"under":[97],"uncertainties":[98,141],"due":[99,178],"factors":[101],"varying":[104],"weather":[105],"conditions,":[106],"operational":[107],"scenarios":[108],"pilot":[110],"behaviours,":[111],"impairing":[112],"system-wide":[113],"performance":[114],"delays":[117,177],"can":[118,155],"propagate":[119],"throughout":[120],"network.":[122],"Therefore,":[123],"primary":[125],"aim":[126],"this":[128],"paper":[129],"is":[130],"utilise":[132],"multi-objective":[133],"fuzzy":[134],"rule-based":[135],"systems":[136],"better":[138],"quantify":[139],"historic":[144],"data.":[147],"Preliminary":[148],"results":[149],"reveals":[150],"that":[151],"proposed":[153],"approach":[154],"capture":[156],"a":[159,166],"informative":[161],"way,":[162],"hence":[164],"represents":[165],"promising":[167],"tool":[168],"further":[170],"planning":[174],"reduce":[176],"uncertain":[180],"times.":[182]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
