{"id":"https://openalex.org/W4404707746","doi":"https://doi.org/10.1007/978-3-031-73030-6_21","title":"LNL+K: Enhancing Learning with\u00a0Noisy Labels Through Noise Source Knowledge Integration","display_name":"LNL+K: Enhancing Learning with\u00a0Noisy Labels Through Noise Source Knowledge Integration","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4404707746","doi":"https://doi.org/10.1007/978-3-031-73030-6_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73030-6_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73030-6_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5107951805","display_name":"S. Wang","orcid":"https://orcid.org/0009-0007-6861-3806"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Siqi Wang","raw_affiliation_strings":["Boston University, Boston, MA, 02215, USA"],"raw_orcid":"https://orcid.org/0009-0007-6861-3806","affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061227594","display_name":"Bryan A. Plummer","orcid":"https://orcid.org/0000-0002-7074-3219"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bryan A. Plummer","raw_affiliation_strings":["Boston University, Boston, MA, 02215, USA"],"raw_orcid":"https://orcid.org/0000-0002-7074-3219","affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5107951805"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3556,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58420671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"374","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9965999722480774,"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":0.9965999722480774,"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":0.9556000232696533,"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/T11309","display_name":"Music and Audio Processing","score":0.9435999989509583,"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/computer-science","display_name":"Computer science","score":0.8543524742126465},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5732955932617188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4632694721221924},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3305893838405609}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8543524742126465},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5732955932617188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4632694721221924},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3305893838405609},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73030-6_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73030-6_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1514928307","https://openalex.org/W1583837637","https://openalex.org/W1972675781","https://openalex.org/W1981276685","https://openalex.org/W2279346661","https://openalex.org/W2407454511","https://openalex.org/W2509141893","https://openalex.org/W2577784528","https://openalex.org/W2592335154","https://openalex.org/W2596519089","https://openalex.org/W2803237185","https://openalex.org/W2964274690","https://openalex.org/W2964292098","https://openalex.org/W2979302305","https://openalex.org/W3001197829","https://openalex.org/W3035325670","https://openalex.org/W3042609801","https://openalex.org/W3118608800","https://openalex.org/W3123795136","https://openalex.org/W3135179859","https://openalex.org/W3161990019","https://openalex.org/W3165664581","https://openalex.org/W3173510136","https://openalex.org/W4225766285","https://openalex.org/W4312305885","https://openalex.org/W4312440249","https://openalex.org/W4312464225","https://openalex.org/W4312601326","https://openalex.org/W4313135270","https://openalex.org/W4320812386","https://openalex.org/W4386071642","https://openalex.org/W6600234944","https://openalex.org/W6600385478","https://openalex.org/W6602311867","https://openalex.org/W6607281299","https://openalex.org/W6611349063","https://openalex.org/W6740005241","https://openalex.org/W6751883947","https://openalex.org/W6801615203"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}