{"id":"https://openalex.org/W2888022229","doi":"https://doi.org/10.1016/j.patrec.2018.08.028","title":"Self-paced Learning for K-means Clustering Algorithm","display_name":"Self-paced Learning for K-means Clustering Algorithm","publication_year":2018,"publication_date":"2018-08-23","ids":{"openalex":"https://openalex.org/W2888022229","doi":"https://doi.org/10.1016/j.patrec.2018.08.028","mag":"2888022229"},"language":"en","primary_location":{"id":"doi:10.1016/j.patrec.2018.08.028","doi":"https://doi.org/10.1016/j.patrec.2018.08.028","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patrec.2018.08.028","pdf_url":null,"source":{"id":"https://openalex.org/S151820558","display_name":"Pattern Recognition Letters","issn_l":"0167-8655","issn":["0167-8655","1872-7344"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-100","russia-white-list-1"],"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":"Pattern Recognition Letters","raw_type":"journal-article"},"volume":null,"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/A5100432182","display_name":"Hao Yu","orcid":"https://orcid.org/0000-0002-6423-790X","observed_orcids":["https://orcid.org/0000-0002-6423-790X"]},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Yu","raw_affiliation_strings":["College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088437004","display_name":"Guoqiu Wen","orcid":"https://orcid.org/0000-0002-4757-3557","observed_orcids":["https://orcid.org/0000-0002-4757-3557"]},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoqiu Wen","raw_affiliation_strings":["College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062555462","display_name":"Jiangzhang Gan","orcid":"https://orcid.org/0000-0003-4172-5908","observed_orcids":["https://orcid.org/0000-0003-4172-5908"]},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangzhang Gan","raw_affiliation_strings":["College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100611599","display_name":"Wei Zheng","orcid":"https://orcid.org/0000-0001-6266-4433","observed_orcids":["https://orcid.org/0000-0001-6266-4433"]},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zheng","raw_affiliation_strings":["College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101814051","display_name":"Cong Lei","orcid":"https://orcid.org/0000-0003-2522-1152","observed_orcids":["https://orcid.org/0000-0003-2522-1152"]},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Lei","raw_affiliation_strings":["College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi 541004, P.R. China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, Guangxi 541004, P.R. China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5088437004"],"corresponding_institution_ids":["https://openalex.org/I29739308"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":3.1332,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.92963546,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"132","issue":null,"first_page":"69","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9970999956130981,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9970999956130981,"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":0.0017000000225380063,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/k-means-clustering","display_name":"K-means clustering","score":0.949999988079071},{"id":"https://openalex.org/keywords/self-paced-learning","display_name":"self-paced learning","score":1.0},{"id":"https://openalex.org/keywords/noise-and-outliers","display_name":"noise and outliers","score":0.5509999990463257},{"id":"https://openalex.org/keywords/local-optima","display_name":"local optima","score":0.9279999732971191},{"id":"https://openalex.org/keywords/cluster-initialization","display_name":"cluster initialization","score":0.6050000190734863},{"id":"https://openalex.org/keywords/model-generalization","display_name":"model generalization","score":0.7179999947547913}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8478803634643555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6749891042709351},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.5656216144561768},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5640480518341064},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5517610311508179},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.5273105502128601},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5149179697036743},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.4987149238586426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47415891289711},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4673210680484772},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.43588557839393616},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.43320271372795105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3405678868293762},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3284699320793152},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23866382241249084},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.patrec.2018.08.028","doi":"https://doi.org/10.1016/j.patrec.2018.08.028","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patrec.2018.08.028","pdf_url":null,"source":{"id":"https://openalex.org/S151820558","display_name":"Pattern Recognition Letters","issn_l":"0167-8655","issn":["0167-8655","1872-7344"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-100","russia-white-list-1"],"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":"Pattern Recognition Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1305624689","display_name":null,"funder_award_id":"81701780","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1583733560","display_name":null,"funder_award_id":"61573270","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2681599312","display_name":null,"funder_award_id":"2017BQ017","funder_id":"https://openalex.org/F4320325559","funder_display_name":"Guangxi Normal University"},{"id":"https://openalex.org/G5278040901","display_name":null,"funder_award_id":"2015GXNSFCB139011","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G5360352562","display_name":null,"funder_award_id":"2017GXNSFBA198221","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G6026730504","display_name":null,"funder_award_id":"61672177","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/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null},{"id":"https://openalex.org/F4320325559","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W88153722","https://openalex.org/W189214596","https://openalex.org/W1575173685","https://openalex.org/W1600471557","https://openalex.org/W1827832726","https://openalex.org/W1931711243","https://openalex.org/W1977556410","https://openalex.org/W1988176704","https://openalex.org/W1995450389","https://openalex.org/W1997201895","https://openalex.org/W2002370809","https://openalex.org/W2003217181","https://openalex.org/W2045724293","https://openalex.org/W2073301055","https://openalex.org/W2073459066","https://openalex.org/W2075230492","https://openalex.org/W2093656416","https://openalex.org/W2101468243","https://openalex.org/W2110029789","https://openalex.org/W2125531986","https://openalex.org/W2132914434","https://openalex.org/W2132984949","https://openalex.org/W2141585940","https://openalex.org/W2146989110","https://openalex.org/W2166445532","https://openalex.org/W2175191116","https://openalex.org/W2219531456","https://openalex.org/W2256388387","https://openalex.org/W2335437633","https://openalex.org/W2466939964","https://openalex.org/W2524662608","https://openalex.org/W2603709774","https://openalex.org/W2606436201","https://openalex.org/W2612708909","https://openalex.org/W2614818206","https://openalex.org/W2743129437","https://openalex.org/W2763434300","https://openalex.org/W2765158981","https://openalex.org/W2769509511","https://openalex.org/W2809701111","https://openalex.org/W2883604340","https://openalex.org/W3142799615","https://openalex.org/W4244531973","https://openalex.org/W4302375843"],"related_works":["https://openalex.org/W6959724048","https://openalex.org/W2024727952","https://openalex.org/W4241369510","https://openalex.org/W4417300143","https://openalex.org/W7020084531","https://openalex.org/W4412421513","https://openalex.org/W2364593636","https://openalex.org/W7116650724","https://openalex.org/W2125836634","https://openalex.org/W2094305400"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-08-31T00:00:00"}