{"id":"https://openalex.org/W2668217484","doi":"https://doi.org/10.1109/access.2017.2717494","title":"Anomaly Detection for Civil Aviation Pilots Using Step-Sensors","display_name":"Anomaly Detection for Civil Aviation Pilots Using Step-Sensors","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2668217484","doi":"https://doi.org/10.1109/access.2017.2717494","mag":"2668217484"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2717494","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2717494","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2717494","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101899176","display_name":"Weiwei Yuan","orcid":"https://orcid.org/0000-0002-0452-4536"},"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":"Weiwei Yuan","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","Corroborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Corroborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452308","display_name":"Zhou Li","orcid":"https://orcid.org/0000-0002-9401-1012"},"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":"Li Zhou","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003852858","display_name":"Donghai Guan","orcid":"https://orcid.org/0000-0002-8448-9020"},"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":"Donghai Guan","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","Corroborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Corroborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070719868","display_name":"Guangjie Han","orcid":"https://orcid.org/0000-0002-6921-7369"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjie Han","raw_affiliation_strings":["Department of Information and Communication Systems, Hohai University, Changzhou, China","State Key Laboratory of Acoustics, Institute of Acoustics, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Systems, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"State Key Laboratory of Acoustics, Institute of Acoustics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007723627","display_name":"Lei Shu","orcid":"https://orcid.org/0000-0002-6700-9347"},"institutions":[{"id":"https://openalex.org/I4210128140","display_name":"Guangdong University of Petrochemical Technology","ror":"https://ror.org/030ffke25","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128140"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Shu","raw_affiliation_strings":["Guangdong Petrochemical Equipment Fault Diagnosis Key Laboratory, Guangdong University of Petrochemical Technology, Maoming, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Petrochemical Equipment Fault Diagnosis Key Laboratory, Guangdong University of Petrochemical Technology, Maoming, China","institution_ids":["https://openalex.org/I4210128140"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101899176"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.8314,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80280228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"5","issue":null,"first_page":"11236","last_page":"11243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/anomaly-detection","display_name":"Anomaly detection","score":0.819817841053009},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7113986015319824},{"id":"https://openalex.org/keywords/civil-aviation","display_name":"Civil aviation","score":0.6392369270324707},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.629205584526062},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5453689694404602},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.514330267906189},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4557570517063141},{"id":"https://openalex.org/keywords/aviation","display_name":"Aviation","score":0.45103204250335693},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37299418449401855},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37274688482284546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2655109465122223},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1651860773563385}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.819817841053009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7113986015319824},{"id":"https://openalex.org/C512918668","wikidata":"https://www.wikidata.org/wiki/Q206814","display_name":"Civil aviation","level":3,"score":0.6392369270324707},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.629205584526062},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5453689694404602},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.514330267906189},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4557570517063141},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.45103204250335693},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37299418449401855},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37274688482284546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2655109465122223},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1651860773563385},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2017.2717494","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2717494","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:55ce1f60d036468d8a47208d9fe49a76","is_oa":true,"landing_page_url":"https://doaj.org/article/55ce1f60d036468d8a47208d9fe49a76","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 5, Pp 11236-11243 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2717494","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2717494","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1184804218","display_name":null,"funder_award_id":"2016M591841","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G1930424476","display_name":null,"funder_award_id":"61672284","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2666975499","display_name":null,"funder_award_id":"CAAC-ITRB-201602","funder_id":"https://openalex.org/F4320324522","funder_display_name":"Civil Aviation Administration of China"},{"id":"https://openalex.org/G5887212012","display_name":null,"funder_award_id":"AS-SA 2015/21","funder_id":"https://openalex.org/F4320324522","funder_display_name":"Civil Aviation Administration of China"},{"id":"https://openalex.org/G6587502075","display_name":null,"funder_award_id":"1601225C","funder_id":"https://openalex.org/F4320335471","funder_display_name":"Jiangsu Planned Projects for Postdoctoral Research Funds"},{"id":"https://openalex.org/G7833687476","display_name":null,"funder_award_id":"CAAC-ITRB-201501","funder_id":"https://openalex.org/F4320324522","funder_display_name":"Civil Aviation Administration 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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320324522","display_name":"Civil Aviation Administration of China","ror":"https://ror.org/05gfwht30"},{"id":"https://openalex.org/F4320335471","display_name":"Jiangsu Planned Projects for Postdoctoral Research Funds","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1668146040","https://openalex.org/W1965198513","https://openalex.org/W1980202855","https://openalex.org/W1998852430","https://openalex.org/W2007877577","https://openalex.org/W2041382317","https://openalex.org/W2042230250","https://openalex.org/W2044437939","https://openalex.org/W2065908225","https://openalex.org/W2069939137","https://openalex.org/W2089554624","https://openalex.org/W2110020117","https://openalex.org/W2156598119","https://openalex.org/W2252576427","https://openalex.org/W2291000931","https://openalex.org/W2320046825","https://openalex.org/W2514409292","https://openalex.org/W6660905649","https://openalex.org/W6691126936","https://openalex.org/W6726293742"],"related_works":["https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2806741695","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160"],"abstract_inverted_index":{"To":[0,53],"enhance":[1],"the":[2,31,43,55,78,92,95,113,129,138],"safety":[3],"and":[4,17,25,46,86,136,188],"efficiency":[5],"of":[6,57,73,94,116,185],"civil":[7],"aviation,":[8],"special":[9],"attentions":[10],"should":[11],"be":[12,123,174],"paid":[13],"to":[14,29,131,141],"pilot's":[15,35],"physical":[16],"mental":[18],"health.":[19],"Existing":[20],"works":[21],"used":[22],"video":[23,39],"monitoring":[24,40],"social":[26,47,97,118,156],"network":[27,48],"mining":[28,49],"find":[30],"potential":[32],"anomalies":[33],"in":[34],"daily":[36,84],"life.":[37],"However,":[38],"suffers":[41],"from":[42,107],"privacy":[44,186],"problems":[45,56],"is":[50,76,88,104,182,189],"computational":[51],"complex.":[52],"solve":[54],"existing":[58],"works,":[59],"we":[60],"propose":[61],"a":[62,100],"novel":[63],"pilot":[64,101,149],"anomaly":[65,169],"detection":[66,170],"method":[67,75,140,181],"using":[68],"step-sensors.":[69],"The":[70],"key":[71],"idea":[72],"this":[74,120],"that":[77],"pilots":[79,96,133],"step":[80,102,110,114,134,161],"information":[81,135,162],"reflects":[82],"their":[83,160],"behaviors,":[85],"it":[87],"also":[89,183],"influenced":[90],"by":[91],"behaviors":[93],"networks;":[98],"if":[99],"number":[103],"extremely":[105],"different":[106],"his":[108,117],"historical":[109],"numbers":[111,115],"or":[112],"networks,":[119],"would":[121],"probably":[122],"an":[124],"anomaly.":[125],"We,":[126],"therefore,":[127],"use":[128,137],"step-sensor":[130],"collect":[132,159],"cluster":[139],"detect":[142],"anomalies.":[143],"Experiments":[144],"are":[145,152],"held":[146],"on":[147],"65":[148],"candidates,":[150],"which":[151],"divided":[153],"into":[154],"two":[155],"groups.":[157],"We":[158],"during":[163],"50":[164],"days.":[165],"Using":[166],"our":[167],"proposed":[168],"method,":[171],"outliers":[172],"can":[173],"successfully":[175],"detected":[176],"for":[177],"further":[178],"analysis.":[179],"Our":[180],"free":[184],"problem":[187],"highly":[190],"efficient.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
