{"id":"https://openalex.org/W2886358471","doi":"https://doi.org/10.1109/access.2018.2864205","title":"Robust Distributed Clustering Algorithm Over Multitask Networks","display_name":"Robust Distributed Clustering Algorithm Over Multitask Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2886358471","doi":"https://doi.org/10.1109/access.2018.2864205","mag":"2886358471"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2864205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2864205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2864205","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112389056","display_name":"Jun-Taek Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jun-Taek Kong","raw_affiliation_strings":["Pohang University of Science and Technology, Pohang, Gyeongsangbuk-do, KR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology, Pohang, Gyeongsangbuk-do, KR","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034964034","display_name":"Do-Chang Ahn","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Do-Chang Ahn","raw_affiliation_strings":["Pohang University of Science and Technology, Pohang, Gyeongsangbuk-do, KR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology, Pohang, Gyeongsangbuk-do, KR","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694944","display_name":"Seong\u2010Eun Kim","orcid":"https://orcid.org/0000-0002-4518-4208"},"institutions":[{"id":"https://openalex.org/I145808223","display_name":"Hanbat National University","ror":"https://ror.org/00x514t95","country_code":"KR","type":"education","lineage":["https://openalex.org/I145808223"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seong-Eun Kim","raw_affiliation_strings":["Hanbat National University, Daejeon, KR"],"raw_orcid":"https://orcid.org/0000-0002-4518-4208","affiliations":[{"raw_affiliation_string":"Hanbat National University, Daejeon, KR","institution_ids":["https://openalex.org/I145808223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101435910","display_name":"Woo-Jin Song","orcid":"https://orcid.org/0000-0002-7389-7838"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Woo-Jin Song","raw_affiliation_strings":["Pohang University of Science and Technology, Pohang, Gyeongsangbuk-do, KR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology, Pohang, Gyeongsangbuk-do, KR","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2082,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51226604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"45439","last_page":"45447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9919999837875366,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9886999726295471,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8427563905715942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.735503077507019},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5593182444572449},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.5438528656959534},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5319246053695679},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.5236523151397705},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.48734769225120544},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.4540470838546753},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42319053411483765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3892941474914551}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8427563905715942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.735503077507019},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5593182444572449},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.5438528656959534},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5319246053695679},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.5236523151397705},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.48734769225120544},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.4540470838546753},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42319053411483765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3892941474914551},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2018.2864205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2864205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d9bce5b379d842539b9996be7e375744","is_oa":true,"landing_page_url":"https://doaj.org/article/d9bce5b379d842539b9996be7e375744","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 45439-45447 (2018)","raw_type":"article"},{"id":"pmh:oai:oasis.postech.ac.kr:2014.oak/95698","is_oa":false,"landing_page_url":"https://oasis.postech.ac.kr/handle/2014.oak/95698","pdf_url":null,"source":{"id":"https://openalex.org/S4306401965","display_name":"Open Access System for Information Sharing (Pohang University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123900574","host_organization_name":"Pohang University of Science and Technology","host_organization_lineage":["https://openalex.org/I123900574"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2864205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2864205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2288226026","display_name":null,"funder_award_id":"IITP-R0346-16-1007","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G3065762682","display_name":null,"funder_award_id":"2017R1C1B5017254","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1482016817","https://openalex.org/W1970997001","https://openalex.org/W1972003057","https://openalex.org/W2012445782","https://openalex.org/W2021267601","https://openalex.org/W2024307985","https://openalex.org/W2024747714","https://openalex.org/W2025184650","https://openalex.org/W2029080014","https://openalex.org/W2042664989","https://openalex.org/W2054302595","https://openalex.org/W2063695849","https://openalex.org/W2074796812","https://openalex.org/W2076428552","https://openalex.org/W2088337324","https://openalex.org/W2093737596","https://openalex.org/W2093795816","https://openalex.org/W2105591650","https://openalex.org/W2111395440","https://openalex.org/W2111714602","https://openalex.org/W2117189568","https://openalex.org/W2118776392","https://openalex.org/W2120286056","https://openalex.org/W2121820607","https://openalex.org/W2130442323","https://openalex.org/W2145574455","https://openalex.org/W2145876631","https://openalex.org/W2149673267","https://openalex.org/W2153368486","https://openalex.org/W2158491950","https://openalex.org/W2159585070","https://openalex.org/W2165499073","https://openalex.org/W2166935429","https://openalex.org/W2170190949","https://openalex.org/W2212984315","https://openalex.org/W2295500362","https://openalex.org/W2545849206","https://openalex.org/W2589814220","https://openalex.org/W2949664970","https://openalex.org/W2962907301","https://openalex.org/W2963157432","https://openalex.org/W3104550706","https://openalex.org/W4205987271","https://openalex.org/W4238850922","https://openalex.org/W6640290990","https://openalex.org/W6681965573"],"related_works":["https://openalex.org/W2559422900","https://openalex.org/W3144143113","https://openalex.org/W2491448268","https://openalex.org/W2181939267","https://openalex.org/W2892323093","https://openalex.org/W3174322327","https://openalex.org/W2160785859","https://openalex.org/W4306940721","https://openalex.org/W3120229345","https://openalex.org/W2394193399"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,20,33],"new":[3],"adaptive":[4],"clustering":[5,57,68],"algorithm":[6,65,80],"that":[7,77],"is":[8,38,91],"robust":[9],"to":[10,93],"various":[11,71],"multitask":[12,72],"environments.":[13,73],"Positional":[14],"relationships":[15,46],"among":[16],"optimal":[17],"vectors":[18],"and":[19,90],"reference":[21],"signal":[22],"are":[23],"determined":[24],"by":[25,40],"using":[26,59],"the":[27,44,55,63,78,87],"mean-square":[28],"deviation":[29],"relation":[30],"derived":[31],"from":[32],"one-step":[34],"least-mean-square":[35],"update.":[36],"Clustering":[37],"performed":[39],"combining":[41],"determinations":[42],"on":[43],"positional":[45],"at":[47],"several":[48],"iterations.":[49],"From":[50],"this":[51],"geometrical":[52],"basis,":[53],"unlike":[54],"conventional":[56,88],"algorithms":[58,89],"simple":[60],"thresholding":[61],"method,":[62],"proposed":[64,79],"can":[66],"perform":[67],"accurately":[69],"in":[70],"Simulation":[74],"results":[75],"show":[76],"has":[81],"more":[82],"accurate":[83],"estimation":[84],"accuracy":[85],"than":[86],"insensitive":[92],"parameter":[94],"selection.":[95]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}