{"id":"https://openalex.org/W2979979795","doi":"https://doi.org/10.1109/access.2019.2946186","title":"A Reinforcement One-Shot Active Learning Approach for Aircraft Type Recognition","display_name":"A Reinforcement One-Shot Active Learning Approach for Aircraft Type Recognition","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2979979795","doi":"https://doi.org/10.1109/access.2019.2946186","mag":"2979979795"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2946186","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2946186","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2019.2946186","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101719757","display_name":"Honglan Huang","orcid":"https://orcid.org/0000-0002-5600-4946"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honglan Huang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-5600-4946","affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731174","display_name":"Yanghe Feng","orcid":"https://orcid.org/0000-0002-1039-9735"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanghe Feng","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101842754","display_name":"Jincai Huang","orcid":"https://orcid.org/0000-0003-4515-1518"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jincai Huang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363740","display_name":"Jiarui Zhang","orcid":"https://orcid.org/0000-0003-1593-444X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiarui Zhang","raw_affiliation_strings":["College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-1593-444X","affiliations":[{"raw_affiliation_string":"College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100379250","display_name":"Li Chen","orcid":"https://orcid.org/0000-0002-4761-5913"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Chen","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4338,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.72534936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"147204","last_page":"147214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":1.0,"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/T12072","display_name":"Machine Learning and Algorithms","score":1.0,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9986000061035156,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.812230110168457},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.72123783826828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.637606143951416},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5948548913002014},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5814885497093201},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5705026388168335},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5537939667701721},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5079858899116516},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11752453446388245}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.812230110168457},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.72123783826828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.637606143951416},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5948548913002014},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5814885497093201},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5705026388168335},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5537939667701721},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5079858899116516},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11752453446388245},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2946186","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2946186","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:73aa841c283d425fbe93a90bf34f7177","is_oa":true,"landing_page_url":"https://doaj.org/article/73aa841c283d425fbe93a90bf34f7177","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 7, Pp 147204-147214 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2946186","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2946186","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1290218325","display_name":"\u5927\u89c4\u6a21\u81ea\u7ec4\u7ec7\u5708\u5b50\u578b\u7fa4\u4f53\u534f\u4f5c\u6548\u7387\u5206\u6790\u53ca\u5e03\u96f7\u65af\u6096\u8bba\u7814\u7a76","funder_award_id":"71701206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2118812850","display_name":null,"funder_award_id":"71701205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1522301498","https://openalex.org/W1557517019","https://openalex.org/W1871243898","https://openalex.org/W1991234467","https://openalex.org/W1994757995","https://openalex.org/W2015975137","https://openalex.org/W2018770010","https://openalex.org/W2025971010","https://openalex.org/W2037365151","https://openalex.org/W2052958516","https://openalex.org/W2057065826","https://openalex.org/W2064675550","https://openalex.org/W2075435204","https://openalex.org/W2078309899","https://openalex.org/W2080021732","https://openalex.org/W2085989833","https://openalex.org/W2096260600","https://openalex.org/W2104848109","https://openalex.org/W2108572844","https://openalex.org/W2108740451","https://openalex.org/W2109205796","https://openalex.org/W2118525633","https://openalex.org/W2127499922","https://openalex.org/W2134135067","https://openalex.org/W2134598164","https://openalex.org/W2136255500","https://openalex.org/W2136535911","https://openalex.org/W2137136880","https://openalex.org/W2145339207","https://openalex.org/W2145862222","https://openalex.org/W2161923272","https://openalex.org/W2167183704","https://openalex.org/W2171671120","https://openalex.org/W2189255847","https://openalex.org/W2194321275","https://openalex.org/W2341865734","https://openalex.org/W2399033357","https://openalex.org/W2533861448","https://openalex.org/W2570764145","https://openalex.org/W2590833223","https://openalex.org/W2604282398","https://openalex.org/W2625976379","https://openalex.org/W2689869580","https://openalex.org/W2735531870","https://openalex.org/W2739068567","https://openalex.org/W2740505281","https://openalex.org/W2762883034","https://openalex.org/W2783021904","https://openalex.org/W2785494456","https://openalex.org/W2883952309","https://openalex.org/W2887579771","https://openalex.org/W2889094138","https://openalex.org/W2903158431","https://openalex.org/W2904176541","https://openalex.org/W2909339319","https://openalex.org/W2949071206","https://openalex.org/W2949899225","https://openalex.org/W2951025196","https://openalex.org/W2951324921","https://openalex.org/W2951911250","https://openalex.org/W2963341924","https://openalex.org/W2964121744","https://openalex.org/W4241364471","https://openalex.org/W4248440948","https://openalex.org/W4250965498","https://openalex.org/W4293407356","https://openalex.org/W4294526978","https://openalex.org/W6631190155","https://openalex.org/W6655195918","https://openalex.org/W6669758114","https://openalex.org/W6676298051","https://openalex.org/W6677692300","https://openalex.org/W6712906272","https://openalex.org/W6717697761","https://openalex.org/W6733556328","https://openalex.org/W6739560345","https://openalex.org/W6741753795","https://openalex.org/W6741776117","https://openalex.org/W6747944915","https://openalex.org/W6754031182","https://openalex.org/W6756615331"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W4206195464"],"abstract_inverted_index":{"Target":[0],"recognition":[1,30,152,184],"is":[2,17],"an":[3,93],"important":[4],"aspect":[5],"of":[6,39,52,77,82,86,90,128,140,174,181],"air":[7],"traffic":[8],"management,":[9],"but":[10,109],"the":[11,20,36,40,65,75,88,122,126,137,179],"study":[12],"on":[13,153],"automatic":[14],"aircraft":[15,24,28,41,150,182],"identification":[16],"still":[18],"in":[19,55,125,186],"exploratory":[21],"stage.":[22],"Rapid":[23],"processing":[25],"and":[26,145],"accurate":[27],"type":[29,151,183],"remain":[31],"challenging":[32],"tasks":[33],"due":[34],"to":[35,63,103,148],"high-speed":[37],"movement":[38],"against":[42],"complex":[43],"backgrounds.":[44],"Active":[45],"learning,":[46,71],"as":[47,69],"a":[48,79,112,162,171],"promising":[49],"research":[50],"topic":[51],"machine":[53],"learning":[54,96,124,166],"recent":[56],"decades,":[57],"can":[58,99],"use":[59],"less":[60],"labeled":[61],"data":[62],"obtain":[64],"same":[66],"model":[67,132],"accuracy":[68],"supervised":[70],"which":[72,98,176],"greatly":[73],"reduces":[74],"cost":[76],"labeling":[78],"dataset.":[80],"Instead":[81],"manually":[83],"developing":[84],"policies":[85],"accessing":[87],"labels":[89],"desired":[91],"instances,":[92],"improved":[94],"active":[95],"approach,":[97],"not":[100],"only":[101],"learn":[102],"classify":[104],"samples":[105],"using":[106],"small":[107,172],"supervision":[108],"additionally":[110],"capture":[111],"relatively":[113],"optimal":[114],"label":[115],"query":[116],"strategy,":[117],"was":[118,133],"developed":[119],"by":[120],"employing":[121],"reinforcement":[123],"process":[127],"decision-making.":[129],"The":[130],"proposed":[131],"first":[134],"tested":[135],"with":[136],"Amsterdam":[138],"Library":[139],"Object":[141],"Images":[142],"(ALOI)":[143],"dataset":[144],"then":[146],"used":[147],"perform":[149],"one-month":[154],"real-world":[155],"flight":[156],"track":[157],"data.":[158],"Our":[159],"method":[160],"offers":[161],"satisfactory":[163],"solution":[164],"for":[165],"new":[167],"concepts":[168],"rapidly":[169],"from":[170],"amount":[173],"data,":[175],"well":[177],"meets":[178],"needs":[180],"task":[185],"practical":[187],"application.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}