{"id":"https://openalex.org/W4388280103","doi":"https://doi.org/10.1109/icbase59196.2023.10303199","title":"Research on Ornamental Fish Recognition Base on Improved Shufflenet V2 Network","display_name":"Research on Ornamental Fish Recognition Base on Improved Shufflenet V2 Network","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4388280103","doi":"https://doi.org/10.1109/icbase59196.2023.10303199"},"language":"en","primary_location":{"id":"doi:10.1109/icbase59196.2023.10303199","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase59196.2023.10303199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Big Data &amp; Artificial Intelligence &amp; Software Engineering (ICBASE)","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/A5060818948","display_name":"Xingyun Zhang","orcid":"https://orcid.org/0000-0002-6658-9319"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingyun Zhang","raw_affiliation_strings":["Zhejiang Ocean University,Key Laboratory of Oceanographic Big Data Mining &amp; Application of Zhejiang Province,Zhoushan,China,316022"],"affiliations":[{"raw_affiliation_string":"Zhejiang Ocean University,Key Laboratory of Oceanographic Big Data Mining &amp; Application of Zhejiang Province,Zhoushan,China,316022","institution_ids":["https://openalex.org/I31847773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729958","display_name":"Hongming Chen","orcid":"https://orcid.org/0000-0003-0966-8608"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongming Chen","raw_affiliation_strings":["Zhejiang Ocean University,Key Laboratory of Oceanographic Big Data Mining &amp; Application of Zhejiang Province,Zhoushan,China,316022"],"affiliations":[{"raw_affiliation_string":"Zhejiang Ocean University,Key Laboratory of Oceanographic Big Data Mining &amp; Application of Zhejiang Province,Zhoushan,China,316022","institution_ids":["https://openalex.org/I31847773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057562146","display_name":"Longqing Zhang","orcid":"https://orcid.org/0000-0002-3991-7604"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Longqing Zhang","raw_affiliation_strings":["Guangdong University of Science and Technology,School of Computer Science,Dongguan,China,523083"],"affiliations":[{"raw_affiliation_string":"Guangdong University of Science and Technology,School of Computer Science,Dongguan,China,523083","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007769223","display_name":"Qian Chen","orcid":"https://orcid.org/0000-0001-6191-3741"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Chen","raw_affiliation_strings":["Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060818948"],"corresponding_institution_ids":["https://openalex.org/I31847773"],"apc_list":null,"apc_paid":null,"fwci":0.1152,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46168964,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T12388","display_name":"Identification and Quantification in Food","score":0.9397000074386597,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9326000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.7671136856079102},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7289040088653564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5366392135620117},{"id":"https://openalex.org/keywords/aquaculture","display_name":"Aquaculture","score":0.5180192589759827},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4633370637893677},{"id":"https://openalex.org/keywords/dissemination","display_name":"Dissemination","score":0.4615059196949005},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.4558609127998352},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.442336767911911},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43933433294296265},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4352931082248688},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.4192970395088196},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.18956783413887024},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14166420698165894},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11587381362915039}],"concepts":[{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.7671136856079102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7289040088653564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5366392135620117},{"id":"https://openalex.org/C86909935","wikidata":"https://www.wikidata.org/wiki/Q188989","display_name":"Aquaculture","level":3,"score":0.5180192589759827},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4633370637893677},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.4615059196949005},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.4558609127998352},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.442336767911911},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43933433294296265},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4352931082248688},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.4192970395088196},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.18956783413887024},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14166420698165894},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11587381362915039},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbase59196.2023.10303199","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase59196.2023.10303199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Big Data &amp; Artificial Intelligence &amp; Software Engineering (ICBASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3003025382","https://openalex.org/W3025496964","https://openalex.org/W3110213826","https://openalex.org/W3137631935","https://openalex.org/W4200182737","https://openalex.org/W4281642096","https://openalex.org/W4281677105","https://openalex.org/W4282823837","https://openalex.org/W4308539429"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W3131922633","https://openalex.org/W4292054264","https://openalex.org/W4287869072","https://openalex.org/W3170224572","https://openalex.org/W3005627584","https://openalex.org/W4285326772","https://openalex.org/W2952321997","https://openalex.org/W2792643794"],"abstract_inverted_index":{"With":[0],"the":[1,47,56,63,68,83,94,98,122],"advancement":[2],"of":[3,106],"computer":[4],"vision":[5],"technology,":[6],"fish":[7,22,33,38],"recognition":[8,34,40,103,115],"plays":[9],"a":[10],"crucial":[11],"role":[12],"in":[13,102],"various":[14],"fields":[15],"such":[16],"as":[17],"aquaculture":[18],"processing":[19],"and":[20,31,55,82,110],"disseminating":[21],"knowledge.":[23],"In":[24],"this":[25],"study,":[26],"we":[27,51,61],"propose":[28],"an":[29],"enhanced":[30],"lightweight":[32],"algorithm":[35,96],"to":[36],"accomplish":[37],"classification":[39],"with":[41,67],"limited":[42],"data":[43],"samples.":[44],"Based":[45],"on":[46],"ShuffleNet":[48,85],"V2":[49,86],"network,":[50],"incorporate":[52],"Transfer":[53],"Learning":[54],"SE":[57],"attention":[58],"mechanism.":[59],"Additionally,":[60],"replace":[62],"ReLu":[64],"activation":[65,70],"function":[66],"AM-Softmax":[69],"function.":[71],"Comparative":[72],"evaluations":[73],"are":[74],"conducted":[75],"against":[76],"Resnet50,":[77],"MobileNet":[78,80],"V2,":[79],"V3,":[81],"original":[84],"network":[87],"model.":[88],"Our":[89],"experimental":[90],"findings":[91],"demonstrate":[92],"that":[93],"proposed":[95],"outperforms":[97],"aforementioned":[99],"models,":[100],"resulting":[101],"accuracy":[104,116],"improvements":[105],"16.01%,":[107],"19.05%,":[108],"15.04%,":[109],"14.44%":[111],"respectively.":[112],"The":[113],"final":[114],"achieved":[117],"is":[118],"97.20%,":[119],"successfully":[120],"attaining":[121],"desired":[123],"outcome.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}