{"id":"https://openalex.org/W3134351494","doi":"https://doi.org/10.1007/s11042-021-10760-z","title":"Ensemble diversified learning for image classification with noisy labels","display_name":"Ensemble diversified learning for image classification with noisy labels","publication_year":2021,"publication_date":"2021-03-09","ids":{"openalex":"https://openalex.org/W3134351494","doi":"https://doi.org/10.1007/s11042-021-10760-z","mag":"3134351494"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-021-10760-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-10760-z","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5100393192","display_name":"Ahmed Ahmed","orcid":"https://orcid.org/0000-0002-9852-1570"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ahmed Ahmed","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, 65211, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, 65211, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023045200","display_name":"Hayder Yousif","orcid":"https://orcid.org/0000-0002-7638-9505"},"institutions":[{"id":"https://openalex.org/I4210145266","display_name":"Southern Technical University","ror":"https://ror.org/03sax3264","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210145266"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Hayder Yousif","raw_affiliation_strings":["Department of Electrical Power Engineering, Basra Engineering Technical College, Southern Technical University, Basra, Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Power Engineering, Basra Engineering Technical College, Southern Technical University, Basra, Iraq","institution_ids":["https://openalex.org/I4210145266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045519742","display_name":"Zhihai He","orcid":"https://orcid.org/0000-0002-2647-8286"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhihai He","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, 65211, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, 65211, USA","institution_ids":["https://openalex.org/I76835614"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100393192"],"corresponding_institution_ids":["https://openalex.org/I76835614"],"apc_list":null,"apc_paid":null,"fwci":0.699,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75158024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"80","issue":"14","first_page":"20759","last_page":"20772"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9983999729156494,"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":0.9983999729156494,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9811999797821045,"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/T10057","display_name":"Face and Expression Recognition","score":0.9768000245094299,"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/computer-science","display_name":"Computer science","score":0.8642616868019104},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.8449885845184326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7485541105270386},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.697907567024231},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6673541069030762},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5897465944290161},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.5591130256652832},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5546407699584961},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5114403963088989},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4907923638820648},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.47149747610092163},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4654479920864105},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.42966538667678833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8642616868019104},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.8449885845184326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7485541105270386},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.697907567024231},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6673541069030762},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5897465944290161},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.5591130256652832},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5546407699584961},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5114403963088989},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4907923638820648},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.47149747610092163},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4654479920864105},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.42966538667678833},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-021-10760-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-10760-z","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W40312475","https://openalex.org/W369786348","https://openalex.org/W639708223","https://openalex.org/W1572720249","https://openalex.org/W1596345407","https://openalex.org/W1666942233","https://openalex.org/W1686810756","https://openalex.org/W1921293667","https://openalex.org/W1943722231","https://openalex.org/W1954152232","https://openalex.org/W1975128126","https://openalex.org/W1981276685","https://openalex.org/W1994550352","https://openalex.org/W2027444427","https://openalex.org/W2054168018","https://openalex.org/W2064741553","https://openalex.org/W2088716204","https://openalex.org/W2098935932","https://openalex.org/W2102348129","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2121056381","https://openalex.org/W2136688338","https://openalex.org/W2146849125","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2234281713","https://openalex.org/W2245395559","https://openalex.org/W2577784528","https://openalex.org/W2592335154","https://openalex.org/W2604333948","https://openalex.org/W2767471303","https://openalex.org/W2792319557","https://openalex.org/W2801602507","https://openalex.org/W2905739540","https://openalex.org/W2912228968","https://openalex.org/W2962762068","https://openalex.org/W2963081269","https://openalex.org/W2963495494","https://openalex.org/W2963659419","https://openalex.org/W2963735582","https://openalex.org/W2963759070","https://openalex.org/W2964096266","https://openalex.org/W2964155802","https://openalex.org/W2964273174","https://openalex.org/W2964292098","https://openalex.org/W2973111194","https://openalex.org/W2978625989","https://openalex.org/W3003508442","https://openalex.org/W3100570787","https://openalex.org/W3118608800","https://openalex.org/W6602601291","https://openalex.org/W6603957568","https://openalex.org/W6736505632"],"related_works":["https://openalex.org/W2950475743","https://openalex.org/W4386603768","https://openalex.org/W2886711096","https://openalex.org/W4380078352","https://openalex.org/W3046591097","https://openalex.org/W2590796488","https://openalex.org/W4387163578","https://openalex.org/W4206451978","https://openalex.org/W3195622388","https://openalex.org/W3041443116"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}