{"id":"https://openalex.org/W4401415425","doi":"https://doi.org/10.1109/cec60901.2024.10612042","title":"Evolutionary Multitasking Collaborative Neural Architecture Search for Scene Classification","display_name":"Evolutionary Multitasking Collaborative Neural Architecture Search for Scene Classification","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401415425","doi":"https://doi.org/10.1109/cec60901.2024.10612042"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10612042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec60901.2024.10612042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","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/A5101427060","display_name":"Shanfeng Wang","orcid":"https://orcid.org/0000-0002-2151-6722"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shanfeng Wang","raw_affiliation_strings":["School of Cyber Engineering,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education"],"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113325603","display_name":"Zaitian Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zaitian Liu","raw_affiliation_strings":["School of Cyber Engineering,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education"],"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103165266","display_name":"Jianzhao Li","orcid":"https://orcid.org/0000-0002-1524-1363"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhao Li","raw_affiliation_strings":["School of Electronic Engineering, Xidian University,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education,Xi'an,Shaanxi Province,China,710071"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education,Xi'an,Shaanxi Province,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091227928","display_name":"Maoguo Gong","orcid":"https://orcid.org/0000-0002-0415-8556"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maoguo Gong","raw_affiliation_strings":["School of Electronic Engineering, Xidian University,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education,Xi'an,Shaanxi Province,China,710071"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education,Xi'an,Shaanxi Province,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101615272","display_name":"Rui Yang","orcid":"https://orcid.org/0000-0001-7439-6587"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rui Yang","raw_affiliation_strings":["School of Cyber Engineering,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education"],"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering,Key Laboratory of Collaborative Intelligence Systems, Ministry of Education","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101427060"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5263,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64801574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/human-multitasking","display_name":"Human multitasking","score":0.9006397724151611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7390722036361694},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6687911152839661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5555447340011597},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3451361060142517},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3399720788002014},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3303454518318176},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1793774962425232},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09996962547302246},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06374099850654602}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.9006397724151611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7390722036361694},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6687911152839661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5555447340011597},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3451361060142517},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3399720788002014},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3303454518318176},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1793774962425232},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09996962547302246},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06374099850654602},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10612042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec60901.2024.10612042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1526295910","https://openalex.org/W1686810756","https://openalex.org/W1953767411","https://openalex.org/W1980038761","https://openalex.org/W2194775991","https://openalex.org/W2413527939","https://openalex.org/W2586101872","https://openalex.org/W2592962403","https://openalex.org/W2762941833","https://openalex.org/W2810440851","https://openalex.org/W2951104886","https://openalex.org/W2953308748","https://openalex.org/W2954826798","https://openalex.org/W2963946985","https://openalex.org/W2964081807","https://openalex.org/W2981748264","https://openalex.org/W2991257702","https://openalex.org/W2996913556","https://openalex.org/W3012028708","https://openalex.org/W3024880312","https://openalex.org/W3034202788","https://openalex.org/W3088798822","https://openalex.org/W3118513496","https://openalex.org/W3184784968","https://openalex.org/W3185954933","https://openalex.org/W3187018989","https://openalex.org/W3188304288","https://openalex.org/W3192682950","https://openalex.org/W3194133609","https://openalex.org/W3216674496","https://openalex.org/W4213126894","https://openalex.org/W4246193833","https://openalex.org/W4285110675","https://openalex.org/W4285223668","https://openalex.org/W4290712873","https://openalex.org/W4308054588","https://openalex.org/W4312664201","https://openalex.org/W4313167110","https://openalex.org/W4313555745","https://openalex.org/W4385834537","https://openalex.org/W4387250455","https://openalex.org/W4389352549","https://openalex.org/W4392173896","https://openalex.org/W6637373629","https://openalex.org/W6752515464"],"related_works":["https://openalex.org/W4388263628","https://openalex.org/W4242930893","https://openalex.org/W3140336604","https://openalex.org/W2488058330","https://openalex.org/W1988895983","https://openalex.org/W4237084280","https://openalex.org/W2886487614","https://openalex.org/W4242426637","https://openalex.org/W2940047422","https://openalex.org/W2038503502"],"abstract_inverted_index":{"With":[0],"the":[1,9,26,32,70,82,98,107,129,153,156],"acquisition":[2],"of":[3,11,35,73,100,102,109,155],"large-scale":[4],"remote":[5,63,75,137],"sensing":[6,64,76,138],"data":[7],"and":[8,37,80,126,146],"development":[10],"deep":[12],"learning,":[13],"convolutional":[14],"neural":[15,58,124],"networks":[16,28,125],"have":[17],"achieved":[18,132],"great":[19],"progress":[20],"in":[21,111,161],"scene":[22,46,65,77,139],"clas-sification":[23],"tasks.":[24],"However,":[25],"current":[27],"greatly":[29],"rely":[30],"on":[31,106,135],"experience":[33],"design":[34,52],"experts,":[36],"a":[38,53],"single":[39],"network":[40],"cannot":[41],"cope":[42],"with":[43,120],"multiple":[44],"complex":[45],"categories.":[47],"In":[48],"this":[49],"paper,":[50],"we":[51],"novel":[54],"evolutionary":[55],"multitasking":[56],"collaborative":[57,89,158],"architecture":[59],"search":[60],"(EMCNAS)":[61],"for":[62],"classification.":[66],"EMCNAS":[67,131],"mainly":[68],"explores":[69],"similar":[71],"features":[72],"different":[74,112],"classification":[78,140],"tasks,":[79],"utilizes":[81],"uniformly":[83],"encoded":[84],"population":[85],"to":[86,95],"achieve":[87],"implicit":[88],"transfer.":[90,118],"EM":[91],"CNAS":[92],"is":[93],"able":[94],"adaptively":[96],"determine":[97],"degree":[99],"exchange":[101],"genetic":[103],"material":[104],"based":[105],"similarity":[108],"tasks":[110],"scenarios,":[113],"enabling":[114],"more":[115],"effective":[116],"positive":[117],"Compared":[119],"excellent":[121],"manually":[122],"designed":[123,160],"NAS":[127],"peers,":[128],"proposed":[130],"competitive":[133],"results":[134],"two":[136],"benchmark":[141],"datasets":[142],"UC":[143],"Merced":[144],"LandUse":[145],"NWPU-RESISC45":[147],"datasets.":[148],"Ablation":[149],"experiments":[150],"also":[151],"demonstrate":[152],"effectiveness":[154],"adaptive":[157],"transfer":[159],"EMCNAS.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}