{"id":"https://openalex.org/W3049615797","doi":"https://doi.org/10.3390/e22080901","title":"An Intelligent Multi-View Active Learning Method Based on a Double-Branch Network","display_name":"An Intelligent Multi-View Active Learning Method Based on a Double-Branch Network","publication_year":2020,"publication_date":"2020-08-17","ids":{"openalex":"https://openalex.org/W3049615797","doi":"https://doi.org/10.3390/e22080901","mag":"3049615797","pmid":"https://pubmed.ncbi.nlm.nih.gov/33286670"},"language":"en","primary_location":{"id":"doi:10.3390/e22080901","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22080901","pdf_url":"https://www.mdpi.com/1099-4300/22/8/901/pdf?version=1597661349","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/22/8/901/pdf?version=1597661349","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029289855","display_name":"Fucong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fucong Liu","raw_affiliation_strings":["College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China"],"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083249639","display_name":"Tongzhou Zhang","orcid":"https://orcid.org/0009-0004-5614-1889"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongzhou Zhang","raw_affiliation_strings":["College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China"],"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051782699","display_name":"Caixia Zheng","orcid":"https://orcid.org/0000-0003-4028-6149"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caixia Zheng","raw_affiliation_strings":["College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China","Institute for Intelligent Elderlycare, College of Humanities and Sciences, Northeast Normal University, Changchun 130117, China"],"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Institute for Intelligent Elderlycare, College of Humanities and Sciences, Northeast Normal University, Changchun 130117, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002021279","display_name":"Yuanyuan Cheng","orcid":"https://orcid.org/0000-0003-2156-5361"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Cheng","raw_affiliation_strings":["College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China"],"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386581","display_name":"Xiaoli Liu","orcid":"https://orcid.org/0000-0002-2585-7559"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xiaoli Liu","raw_affiliation_strings":["Department of Chemical &amp; Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Chemical &amp; Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101535006","display_name":"Miao Qi","orcid":"https://orcid.org/0000-0002-5932-4435"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Qi","raw_affiliation_strings":["College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China"],"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102736976","display_name":"Jun Kong","orcid":"https://orcid.org/0000-0001-7095-2400"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Kong","raw_affiliation_strings":["Institute for Intelligent Elderlycare, College of Humanities and Sciences, Northeast Normal University, Changchun 130117, China"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Elderlycare, College of Humanities and Sciences, Northeast Normal University, Changchun 130117, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100387975","display_name":"Jianzhong Wang","orcid":"https://orcid.org/0000-0002-6867-3282"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianzhong Wang","raw_affiliation_strings":["College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China"],"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Northeast Normal University, Changchun 130117, China","institution_ids":["https://openalex.org/I184983240"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100387975","https://openalex.org/A5102736976"],"corresponding_institution_ids":["https://openalex.org/I184983240"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.2718,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6434455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"22","issue":"8","first_page":"901","last_page":"901"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9919999837875366,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9786999821662903,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.8678979873657227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8557152152061462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7876878976821899},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6680325269699097},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6461877226829529},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6092514991760254},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5085309743881226},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5031370520591736},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4701274335384369},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.43094632029533386},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.42242950201034546},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3575454354286194}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.8678979873657227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8557152152061462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7876878976821899},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6680325269699097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6461877226829529},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6092514991760254},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5085309743881226},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5031370520591736},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4701274335384369},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.43094632029533386},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.42242950201034546},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3575454354286194},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/e22080901","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22080901","pdf_url":"https://www.mdpi.com/1099-4300/22/8/901/pdf?version=1597661349","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:33286670","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33286670","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/197612","is_oa":true,"landing_page_url":"https://scholarbank.nus.edu.sg/handle/10635/197612","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus OA2020","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:13962a3a84c4406e99650b5037d08f20","is_oa":true,"landing_page_url":"https://doaj.org/article/13962a3a84c4406e99650b5037d08f20","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":"Entropy, Vol 22, Iss 8, p 901 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/22/8/901/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e22080901","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 22; Issue 8; Pages: 901","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7517529","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7517529","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e22080901","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22080901","pdf_url":"https://www.mdpi.com/1099-4300/22/8/901/pdf?version=1597661349","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1033136331","display_name":null,"funder_award_id":"2019020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1490728144","display_name":null,"funder_award_id":"20190201","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G1967922933","display_name":null,"funder_award_id":"201305","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2163126942","display_name":null,"funder_award_id":"202002","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2305398811","display_name":null,"funder_award_id":"No. 2412019FZ049","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2507855583","display_name":null,"funder_award_id":"202004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2702356746","display_name":null,"funder_award_id":"61702","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2708222570","display_name":null,"funder_award_id":"20190201305JC","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2711001435","display_name":null,"funder_award_id":"61672150, 61702092, 61907007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G272533912","display_name":null,"funder_award_id":"20200401086GX","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3581057941","display_name":null,"funder_award_id":"201199","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G386089023","display_name":null,"funder_award_id":"2018020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3901615448","display_name":null,"funder_award_id":"201802","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4178598719","display_name":null,"funder_award_id":"201902","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4237763447","display_name":null,"funder_award_id":"190303","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G468462183","display_name":null,"funder_award_id":"2412020FZ029","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4729337905","display_name":null,"funder_award_id":"20200401081GX","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4785922630","display_name":null,"funder_award_id":"2020020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5135021325","display_name":null,"funder_award_id":"2412020FZ031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G530219859","display_name":null,"funder_award_id":"2412019FZ049","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5431052038","display_name":null,"funder_award_id":"20200201199JC","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5486152420","display_name":null,"funder_award_id":"202002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5868073932","display_name":null,"funder_award_id":"2412019FZ049","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6466967754","display_name":null,"funder_award_id":"20200201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7358835666","display_name":null,"funder_award_id":"20180201089GX","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7566348424","display_name":null,"funder_award_id":"61907007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7779918013","display_name":null,"funder_award_id":"61672150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7935533444","display_name":null,"funder_award_id":"201802","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8245134708","display_name":null,"funder_award_id":"201903","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8291854185","display_name":null,"funder_award_id":"61702092","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8982058296","display_name":null,"funder_award_id":"2412020FZ031","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G937128327","display_name":null,"funder_award_id":"201903","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3049615797.pdf","grobid_xml":"https://content.openalex.org/works/W3049615797.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W53987483","https://openalex.org/W2011674654","https://openalex.org/W2021806873","https://openalex.org/W2048679005","https://openalex.org/W2112796928","https://openalex.org/W2113741880","https://openalex.org/W2137184539","https://openalex.org/W2147625498","https://openalex.org/W2150045166","https://openalex.org/W2162915993","https://openalex.org/W2171332245","https://openalex.org/W2335728318","https://openalex.org/W2338339696","https://openalex.org/W2471138382","https://openalex.org/W2750023899","https://openalex.org/W2780318385","https://openalex.org/W2883778034","https://openalex.org/W2897550403","https://openalex.org/W2912386632","https://openalex.org/W2921319277","https://openalex.org/W2921921726","https://openalex.org/W2945810026","https://openalex.org/W2951786554","https://openalex.org/W2963978428","https://openalex.org/W2966048335","https://openalex.org/W2967063638","https://openalex.org/W2969632483","https://openalex.org/W2978688368","https://openalex.org/W2981318525","https://openalex.org/W2999900146","https://openalex.org/W3015270105","https://openalex.org/W3141645824","https://openalex.org/W4285719527","https://openalex.org/W4308261380","https://openalex.org/W6602211964","https://openalex.org/W6618372016","https://openalex.org/W6687483927","https://openalex.org/W6735374517","https://openalex.org/W6755814477","https://openalex.org/W6760509676","https://openalex.org/W6768666944","https://openalex.org/W6792429695"],"related_works":["https://openalex.org/W4386603768","https://openalex.org/W2950475743","https://openalex.org/W2886711096","https://openalex.org/W3036048022","https://openalex.org/W4309224979","https://openalex.org/W3026879719","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1,21],"is":[2,17,51,78],"one":[3],"of":[4,40,112,141,154,166,173,197],"the":[5,63,117,133,147,152,171,191,195],"most":[6,90],"popular":[7],"topics":[8],"in":[9,29],"computer":[10],"science.":[11],"Convolutional":[12],"neural":[13,103],"network":[14,86],"(CNN),":[15],"which":[16,77],"an":[18],"important":[19],"artificial":[20],"deep":[22,75],"learning":[23,59,72,82,93],"model,":[24],"has":[25],"been":[26],"widely":[27],"used":[28,183],"many":[30],"fields.":[31],"However,":[32],"training":[33,148],"a":[34,37,45,52,68,113],"CNN":[35],"requires":[36],"large":[38],"amount":[39],"labeled":[41],"data":[42,50,126],"to":[43,115,144,168],"achieve":[44],"good":[46],"performance":[47,153],"but":[48],"labeling":[49,64],"time-consuming":[53],"and":[54,131,150,189],"laborious":[55],"work.":[56],"Since":[57],"active":[58,71,81,92],"can":[60],"effectively":[61],"reduce":[62],"effort,":[65],"we":[66],"propose":[67],"new":[69],"intelligent":[70],"method":[73],"for":[74,120],"learning,":[76],"called":[79],"multi-view":[80],"based":[83,137],"on":[84,128,138,180],"double-branch":[85],"(MALDB).":[87],"Different":[88],"from":[89,162],"existing":[91],"methods,":[94],"our":[95,198],"proposed":[96,199],"MALDB":[97,124,157],"first":[98],"integrates":[99],"two":[100,110,142],"Bayesian":[101],"convolutional":[102],"networks":[104],"(BCNNs)":[105],"with":[106],"different":[107,139],"structures":[108],"as":[109],"branches":[111,143],"classifier":[114],"learn":[116],"effective":[118],"features":[119],"each":[121],"sample.":[122],"Then,":[123],"performs":[125],"analysis":[127],"unlabeled":[129,135],"dataset":[130,149],"queries":[132],"useful":[134],"samples":[136],"characteristics":[140],"iteratively":[145],"expand":[146],"improve":[151,170],"classifier.":[155],"Finally,":[156],"combines":[158],"multiple":[159,163],"level":[160],"information":[161],"hidden":[164],"layers":[165],"BCNNs":[167],"further":[169],"stability":[172],"sample":[174],"selection.":[175],"The":[176],"experiments":[177],"are":[178],"conducted":[179],"five":[181],"extensively":[182],"datasets,":[184],"Fashion-MNIST,":[185],"Cifar-10,":[186],"SVHN,":[187],"Scene-15":[188],"UIUC-Sports,":[190],"experimental":[192],"results":[193],"demonstrate":[194],"validity":[196],"MALDB.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
