{"id":"https://openalex.org/W2033258526","doi":"https://doi.org/10.1109/lsp.2014.2312005","title":"Combination of Classification and Clustering Results with Label Propagation","display_name":"Combination of Classification and Clustering Results with Label Propagation","publication_year":2014,"publication_date":"2014-03-14","ids":{"openalex":"https://openalex.org/W2033258526","doi":"https://doi.org/10.1109/lsp.2014.2312005","mag":"2033258526"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2014.2312005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2014.2312005","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","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/A5082548671","display_name":"Xu-Yao Zhang","orcid":"https://orcid.org/0000-0001-9260-188X"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu-Yao Zhang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Beijing, China","Nat. Lab. of Pattern Recognition, Inst. of Autom., Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Nat. Lab. of Pattern Recognition, Inst. of Autom., Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101813778","display_name":"Peipei Yang","orcid":"https://orcid.org/0000-0002-1106-7062"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peipei Yang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Beijing, China","Nat. Lab. of Pattern Recognition, Inst. of Autom., Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Nat. Lab. of Pattern Recognition, Inst. of Autom., Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019724982","display_name":"Yanming Zhang","orcid":"https://orcid.org/0000-0002-9134-3812"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan-Ming Zhang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Beijing, China","Nat. Lab. of Pattern Recognition, Inst. of Autom., Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Nat. Lab. of Pattern Recognition, Inst. of Autom., Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026022035","display_name":"Kaizhu Huang","orcid":"https://orcid.org/0000-0002-3034-9639"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaizhu Huang","raw_affiliation_strings":["Dept. of EEE, Xi\u2019an Jiaotong-Liverpool University, Jiangsu, P.R. China","Department of EEE, Xi\u2019an Jiaotong-Liverpool University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Dept. of EEE, Xi\u2019an Jiaotong-Liverpool University, Jiangsu, P.R. China","institution_ids":["https://openalex.org/I69356397"]},{"raw_affiliation_string":"Department of EEE, Xi\u2019an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100714198","display_name":"Cheng\u2010Lin Liu","orcid":"https://orcid.org/0000-0001-9032-2991"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng-Lin Liu","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Beijing, China","Nat. Lab. of Pattern Recognition, Inst. of Autom., Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Nat. Lab. of Pattern Recognition, Inst. of Autom., Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082548671"],"corresponding_institution_ids":["https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":0.7316,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.7528792,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"21","issue":"5","first_page":"610","last_page":"614"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9980999827384949,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9976999759674072,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9973000288009644,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7242905497550964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6240355968475342},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5831338167190552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5590502619743347},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.550666332244873},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.49911975860595703},{"id":"https://openalex.org/keywords/affinity-propagation","display_name":"Affinity propagation","score":0.4653421640396118},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.4377995729446411},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3764205276966095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3584447503089905},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.3352815508842468},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1525806486606598}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7242905497550964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6240355968475342},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5831338167190552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5590502619743347},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.550666332244873},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.49911975860595703},{"id":"https://openalex.org/C109659709","wikidata":"https://www.wikidata.org/wiki/Q3407504","display_name":"Affinity propagation","level":5,"score":0.4653421640396118},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.4377995729446411},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3764205276966095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3584447503089905},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.3352815508842468},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1525806486606598}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2014.2312005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2014.2312005","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1055928765","display_name":null,"funder_award_id":"2012CB316302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3738575446","display_name":null,"funder_award_id":"61203296","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1483001186","https://openalex.org/W1676820704","https://openalex.org/W1967761844","https://openalex.org/W2022416612","https://openalex.org/W2033379619","https://openalex.org/W2097645701","https://openalex.org/W2110952388","https://openalex.org/W2112076978","https://openalex.org/W2122956714","https://openalex.org/W2154455818","https://openalex.org/W2161997479","https://openalex.org/W2295256067","https://openalex.org/W2396027720","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W4285719527","https://openalex.org/W6676750928","https://openalex.org/W6676769703","https://openalex.org/W6678688216","https://openalex.org/W6683906321","https://openalex.org/W6712154914"],"related_works":["https://openalex.org/W3022637481","https://openalex.org/W3144143113","https://openalex.org/W3120229345","https://openalex.org/W1999117613","https://openalex.org/W2954170735","https://openalex.org/W2065347048","https://openalex.org/W3147915011","https://openalex.org/W2355751005","https://openalex.org/W2085801246","https://openalex.org/W2141193698"],"abstract_inverted_index":{"This":[0],"letter":[1],"considers":[2],"the":[3,13,30,42,45,48,58,71,78,81],"combination":[4],"of":[5,44,80],"multiple":[6,23],"classification":[7,31],"and":[8],"clustering":[9,24],"results":[10],"to":[11,39,68],"improve":[12,70],"prediction":[14,46],"accuracy.":[15],"First,":[16],"an":[17],"object-similarity":[18],"graph":[19,38],"is":[20,54,65],"constructed":[21],"from":[22],"results.":[25],"The":[26,50],"labels":[27],"predicted":[28],"by":[29,57],"models":[32],"are":[33],"then":[34],"propagated":[35],"on":[36,74],"this":[37],"adaptively":[40],"satisfy":[41],"smoothness":[43],"over":[47],"graph.":[49],"convex":[51],"learning":[52],"problem":[53],"efficiently":[55],"solved":[56],"label":[59],"propagation":[60],"algorithm.":[61],"A":[62],"semi-supervised":[63],"extension":[64],"also":[66],"provided":[67],"further":[69],"performance.":[72],"Experiments":[73],"11":[75],"tasks":[76],"identify":[77],"validity":[79],"proposed":[82],"models.":[83]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
