{"id":"https://openalex.org/W4285217847","doi":"https://doi.org/10.1109/taes.2022.3184282","title":"Deep-Learning-Based Model for Accident-Type Prediction During Approach and Landing","display_name":"Deep-Learning-Based Model for Accident-Type Prediction During Approach and Landing","publication_year":2022,"publication_date":"2022-06-17","ids":{"openalex":"https://openalex.org/W4285217847","doi":"https://doi.org/10.1109/taes.2022.3184282"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2022.3184282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2022.3184282","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic 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/A5003221649","display_name":"Yuanyuan Guo","orcid":"https://orcid.org/0000-0003-3445-3553"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanyuan Guo","raw_affiliation_strings":["College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061082516","display_name":"Youchao Sun","orcid":"https://orcid.org/0000-0002-8358-8019"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youchao Sun","raw_affiliation_strings":["College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081179271","display_name":"Yide He","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yide He","raw_affiliation_strings":["College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011665336","display_name":"Fangzhou Du","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangzhou Du","raw_affiliation_strings":["College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011367933","display_name":"Siyu Su","orcid":"https://orcid.org/0000-0002-5390-2898"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Su","raw_affiliation_strings":["College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017577255","display_name":"Chong Peng","orcid":"https://orcid.org/0000-0002-6942-7358"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Peng","raw_affiliation_strings":["College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003221649"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":7.6464,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96474916,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"59","issue":"1","first_page":"472","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9919999837875366,"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":0.9919999837875366,"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/T10370","display_name":"Traffic and Road Safety","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/civil-aviation","display_name":"Civil aviation","score":0.6568416357040405},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6073634624481201},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5452249646186829},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.5335049629211426},{"id":"https://openalex.org/keywords/accident","display_name":"Accident (philosophy)","score":0.48364055156707764},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4791497588157654},{"id":"https://openalex.org/keywords/aviation","display_name":"Aviation","score":0.39408278465270996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38559064269065857},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38503456115722656},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.32846611738204956},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.09158343076705933}],"concepts":[{"id":"https://openalex.org/C512918668","wikidata":"https://www.wikidata.org/wiki/Q206814","display_name":"Civil aviation","level":3,"score":0.6568416357040405},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6073634624481201},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5452249646186829},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.5335049629211426},{"id":"https://openalex.org/C2780289543","wikidata":"https://www.wikidata.org/wiki/Q424630","display_name":"Accident (philosophy)","level":2,"score":0.48364055156707764},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4791497588157654},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.39408278465270996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38559064269065857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38503456115722656},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.32846611738204956},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.09158343076705933},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2022.3184282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2022.3184282","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1219624995","display_name":null,"funder_award_id":"2017-VIII-0003-0114","funder_id":"https://openalex.org/F4320329860","funder_display_name":"National Science and Technology Major Project"},{"id":"https://openalex.org/G3520620420","display_name":null,"funder_award_id":"U2033202","funder_id":"https://openalex.org/F4320324522","funder_display_name":"Civil Aviation Administration of China"},{"id":"https://openalex.org/G4108363179","display_name":null,"funder_award_id":"U1333119","funder_id":"https://openalex.org/F4320324522","funder_display_name":"Civil Aviation Administration of China"},{"id":"https://openalex.org/G4972635583","display_name":null,"funder_award_id":"2017-VIII-0002","funder_id":"https://openalex.org/F4320329860","funder_display_name":"National Science and Technology Major Project"},{"id":"https://openalex.org/G8518692513","display_name":null,"funder_award_id":"61400020402","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324522","display_name":"Civil Aviation Administration of China","ror":"https://ror.org/05gfwht30"},{"id":"https://openalex.org/F4320325551","display_name":"National Defense Pre-Research Foundation of China","ror":null},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2000584628","https://openalex.org/W2003314328","https://openalex.org/W2029576328","https://openalex.org/W2043039095","https://openalex.org/W2058819127","https://openalex.org/W2346800499","https://openalex.org/W2604409950","https://openalex.org/W2604481642","https://openalex.org/W2618314460","https://openalex.org/W2733365773","https://openalex.org/W2755615014","https://openalex.org/W2768578158","https://openalex.org/W2791176142","https://openalex.org/W2800415435","https://openalex.org/W2895874880","https://openalex.org/W2903783537","https://openalex.org/W2907921804","https://openalex.org/W2943422725","https://openalex.org/W2948374076","https://openalex.org/W2958056450","https://openalex.org/W2963408729","https://openalex.org/W2973117460","https://openalex.org/W2995168422","https://openalex.org/W3019743635","https://openalex.org/W3024869521","https://openalex.org/W3046533972","https://openalex.org/W3047294295","https://openalex.org/W6738309753"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2479339367"],"abstract_inverted_index":{"Modern":[0],"civil":[1,117,217,234],"aircraft":[2,118,235],"is":[3],"designed":[4],"for":[5,80,180],"a":[6,58],"greater":[7],"workload.":[8],"While":[9],"the":[10,19,23,38,68,72,91,101,105,113,122,134,176,190,203,211,230,241],"volume":[11],"of":[12,26,67,107,116,144,194,205,216,233],"air":[13],"traffic":[14],"has":[15,28],"grown":[16],"exponentially":[17],"over":[18],"past":[20,35],"two":[21],"decades,":[22],"total":[24],"number":[25],"accidents":[27,46,120,206],"been":[29],"flat":[30],"or":[31],"slightly":[32],"higher":[33],"than":[34],"averages.":[36],"However,":[37],"fatality":[39],"and":[40,75,85,97,138,152,170,183,213,224],"property":[41],"losses":[42],"caused":[43],"by":[44,57,133,149],"aviation":[45,242],"are":[47],"unbearable":[48],"even":[49],"if":[50],"they":[51],"happen":[52],"only":[53],"once.":[54],"As":[55],"reported":[56],"Statistical":[59],"summary":[60],"from":[61,100,158],"Boeing":[62],"in":[63,121,222],"2019,":[64],"nearly":[65],"40%":[66],"deaths":[69],"occurred":[70],"during":[71,83,210],"final":[73],"approach":[74,84,212],"landing.":[76],"A":[77],"deep-learning-based":[78],"model":[79],"accident-type":[81],"prediction":[82,192],"landing":[86,214],"was":[87,147],"established,":[88],"which":[89,199],"explores":[90],"implied":[92],"association":[93,143,150],"between":[94],"accident":[95,98,128,145,195,227],"types":[96,196,204],"factors":[99,103,130,136,146,155,228],"risk":[102,129],"affecting":[104],"occurrence":[106],"unsafe":[108],"events.":[109],"First,":[110],"based":[111],"on":[112],"investigation":[114],"reports":[115],"fatal":[119],"recent":[123],"43":[124],"years,":[125],"20":[126,159],"common":[127],"were":[131,156,178],"extracted":[132,157],"human":[135],"analysis":[137],"classification":[139,177,186],"system":[140,238],"method.":[141],"Implicit":[142],"excavated":[148],"rules":[151],"6":[153],"key":[154,226],"factors.":[160],"Back":[161],"propagation":[162],"neural":[163,168,172],"network,":[164,169],"Radial":[165],"basis":[166],"function":[167],"Elman":[171],"network":[173],"applicable":[174],"to":[175,239],"selected":[179],"multiple":[181],"learning":[182],"training.":[184],"The":[185],"results":[187],"showed":[188],"that":[189,207],"comprehensive":[191],"accuracy":[193],"reaches":[197],"86.7%,":[198],"can":[200],"effectively":[201],"determine":[202],"may":[208],"occur":[209],"phases":[215],"aircraft,":[218],"make":[219],"emergency":[220],"measures":[221],"advance,":[223],"incorporate":[225],"into":[229],"assessment":[231],"scope":[232],"safety":[236],"management":[237],"ensure":[240],"operation":[243],"safety.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}