{"id":"https://openalex.org/W7120113570","doi":"https://doi.org/10.1016/j.neunet.2026.108585","title":"A two-stage active cleaning strategy for long-tail label noise","display_name":"A two-stage active cleaning strategy for long-tail label noise","publication_year":2026,"publication_date":"2026-01-10","ids":{"openalex":"https://openalex.org/W7120113570","doi":"https://doi.org/10.1016/j.neunet.2026.108585","pmid":"https://pubmed.ncbi.nlm.nih.gov/41544499"},"language":"en","primary_location":{"id":"doi:10.1016/j.neunet.2026.108585","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.108585","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5122664396","display_name":"Xiao Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Lin","raw_affiliation_strings":["The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China; Shanghai Intelligent Education Big Data Engineering Technology Research Center, Shanghai Normal University, Shanghai, China; Lab for Educational Big Data and Policymaking, Ministry of Education, Shanghai Normal University, Shanghai, China; Shanghai Online Education Research Base for Primary and Secondary Schools, Shanghai, China. Electronic address: lin6008@shnu.edu.cn"],"affiliations":[{"raw_affiliation_string":"The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China; Shanghai Intelligent Education Big Data Engineering Technology Research Center, Shanghai Normal University, Shanghai, China; Lab for Educational Big Data and Policymaking, Ministry of Education, Shanghai Normal University, Shanghai, China; Shanghai Online Education Research Base for Primary and Secondary Schools, Shanghai, China. Electronic address: lin6008@shnu.edu.cn","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122501722","display_name":"Zeyu Rong","orcid":null},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Rong","raw_affiliation_strings":["The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China. Electronic address: 1000485193@smail.shnu.edu.cn"],"affiliations":[{"raw_affiliation_string":"The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China. Electronic address: 1000485193@smail.shnu.edu.cn","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-8403-7614"},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Li","raw_affiliation_strings":["The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China; Shanghai Intelligent Education Big Data Engineering Technology Research Center, Shanghai Normal University, Shanghai, China. Electronic address: yanli@shnu.edu.cn"],"affiliations":[{"raw_affiliation_string":"The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China; Shanghai Intelligent Education Big Data Engineering Technology Research Center, Shanghai Normal University, Shanghai, China. Electronic address: yanli@shnu.edu.cn","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111181152","display_name":"Qizhe Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qizhe Yang","raw_affiliation_strings":["The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China; Shanghai Intelligent Education Big Data Engineering Technology Research Center, Shanghai Normal University, Shanghai, China. Electronic address: qzyang@shnu.edu.cn"],"affiliations":[{"raw_affiliation_string":"The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China; Shanghai Intelligent Education Big Data Engineering Technology Research Center, Shanghai Normal University, Shanghai, China. Electronic address: qzyang@shnu.edu.cn","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122412280","display_name":"Ping Li","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ping Li","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China; School of Design, The Hong Kong Polytechnic University, Hong Kong, China. Electronic address: p.li@polyu.edu.hk"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China; School of Design, The Hong Kong Polytechnic University, Hong Kong, China. Electronic address: p.li@polyu.edu.hk","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wei Huang","orcid":"https://orcid.org/0000-0001-9311-7299"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Huang","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China. Electronic address: 191380039@st.usst.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China. Electronic address: 191380039@st.usst.edu.cn","institution_ids":["https://openalex.org/I148128674"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21945476"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07073736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"198","issue":null,"first_page":"108585","last_page":"108585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9645000100135803,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9645000100135803,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.006099999882280827,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.005100000184029341,"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/discriminative-model","display_name":"Discriminative model","score":0.7479000091552734},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6392999887466431},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6212000250816345},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6029999852180481},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.47589999437332153},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.46299999952316284},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4465000033378601},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.41359999775886536}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7609999775886536},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7479000091552734},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6392999887466431},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6212000250816345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.616599977016449},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6029999852180481},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5145000219345093},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.47589999437332153},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.46299999952316284},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4465000033378601},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.41359999775886536},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.40290001034736633},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.38850000500679016},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.3334999978542328},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3257000148296356},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3124000132083893},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.30970001220703125},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.30469998717308044},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C100675267","wikidata":"https://www.wikidata.org/wiki/Q1371624","display_name":"Background noise","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C100342000","wikidata":"https://www.wikidata.org/wiki/Q583234","display_name":"Active noise control","level":3,"score":0.2508000135421753}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neunet.2026.108585","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.108585","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:41544499","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41544499","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":"Neural networks : the official journal of the International Neural Network Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6568992137908936,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G2742201610","display_name":null,"funder_award_id":"62477013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6672410694","display_name":null,"funder_award_id":"24ZR1456100","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G8584993205","display_name":null,"funder_award_id":"24DZ2305900","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1995875735","https://openalex.org/W2176159905","https://openalex.org/W2490420619","https://openalex.org/W2566079294","https://openalex.org/W2963691377","https://openalex.org/W2967052791","https://openalex.org/W3034711780","https://openalex.org/W3177230409","https://openalex.org/W3196413773","https://openalex.org/W3202195113","https://openalex.org/W3202223295","https://openalex.org/W3202232857","https://openalex.org/W3205626500","https://openalex.org/W3209212350","https://openalex.org/W4206254019","https://openalex.org/W4386072089","https://openalex.org/W4386076058","https://openalex.org/W4389904109","https://openalex.org/W4391055576","https://openalex.org/W4392061606","https://openalex.org/W4392402565","https://openalex.org/W4401057281","https://openalex.org/W4401160715","https://openalex.org/W4405003266","https://openalex.org/W4408095114","https://openalex.org/W4408800962","https://openalex.org/W4410465626","https://openalex.org/W4410487461"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-01-10T00:00:00"}