{"id":"https://openalex.org/W4294311154","doi":"https://doi.org/10.1109/tii.2022.3203721","title":"A Grid-Based Density Peaks Clustering Algorithm","display_name":"A Grid-Based Density Peaks Clustering Algorithm","publication_year":2022,"publication_date":"2022-09-02","ids":{"openalex":"https://openalex.org/W4294311154","doi":"https://doi.org/10.1109/tii.2022.3203721"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3203721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3203721","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","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/A5025840974","display_name":"Xintong Fang","orcid":"https://orcid.org/0000-0002-3810-6631"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xintong Fang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3810-6631","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009752203","display_name":"Zhen Xu","orcid":"https://orcid.org/0000-0001-8318-878X"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Xu","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8318-878X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054982204","display_name":"Haifeng Ji","orcid":"https://orcid.org/0000-0002-3676-4817"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Ji","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3676-4817","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072259811","display_name":"Baoliang Wang","orcid":"https://orcid.org/0000-0002-0045-0576"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoliang Wang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0045-0576","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038128825","display_name":"Zhiyao Huang","orcid":"https://orcid.org/0000-0003-1858-5994"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyao Huang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1858-5994","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4391767838"],"apc_list":null,"apc_paid":null,"fwci":3.053,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9245375,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"19","issue":"4","first_page":"5476","last_page":"5484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9984999895095825,"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":0.9984999895095825,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9858999848365784,"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":0.8904565572738647},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.7429868578910828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6333054900169373},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5226076245307922},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.47410184144973755},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.45575469732284546},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4519807696342468},{"id":"https://openalex.org/keywords/division","display_name":"Division (mathematics)","score":0.4449048340320587},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4120095372200012},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2789069414138794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19469431042671204},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.05885913968086243}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8904565572738647},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.7429868578910828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6333054900169373},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5226076245307922},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.47410184144973755},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.45575469732284546},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4519807696342468},{"id":"https://openalex.org/C60798267","wikidata":"https://www.wikidata.org/wiki/Q1226939","display_name":"Division (mathematics)","level":2,"score":0.4449048340320587},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4120095372200012},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2789069414138794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19469431042671204},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.05885913968086243},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","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:10.1109/tii.2022.3203721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3203721","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G3145323220","display_name":null,"funder_award_id":"ICT1909","funder_id":"https://openalex.org/F4320326952","funder_display_name":"State Key Laboratory of Industrial Control Technology"},{"id":"https://openalex.org/G5381803854","display_name":null,"funder_award_id":"51976189","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/F4320326952","display_name":"State Key Laboratory of Industrial Control Technology","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1566114229","https://openalex.org/W1673310716","https://openalex.org/W1841961408","https://openalex.org/W1888898201","https://openalex.org/W2011430131","https://openalex.org/W2117401405","https://openalex.org/W2125464731","https://openalex.org/W2127218421","https://openalex.org/W2130473611","https://openalex.org/W2158703410","https://openalex.org/W2162833336","https://openalex.org/W2165835468","https://openalex.org/W2293435807","https://openalex.org/W2295256067","https://openalex.org/W2415890883","https://openalex.org/W2507499466","https://openalex.org/W2520037496","https://openalex.org/W2524847239","https://openalex.org/W2549636757","https://openalex.org/W2601172051","https://openalex.org/W2733722625","https://openalex.org/W2739661180","https://openalex.org/W2788295705","https://openalex.org/W2789456849","https://openalex.org/W2841338726","https://openalex.org/W2911171945","https://openalex.org/W2953618482","https://openalex.org/W2981001919","https://openalex.org/W3026254524","https://openalex.org/W6633857196","https://openalex.org/W6637131181","https://openalex.org/W6678914141","https://openalex.org/W6684050148"],"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/W2393816671","https://openalex.org/W3039964395","https://openalex.org/W1887359504","https://openalex.org/W2040929534","https://openalex.org/W2607902515"],"abstract_inverted_index":{"This":[0],"article":[1],"focuses":[2],"on":[3,87],"the":[4,24,27,37,50,53,64,67,80,88,106,117,122,129,138],"improvement":[5,130],"of":[6,20,26,46,52,59,66,73,121,131],"density":[7,21,58,65],"peaks":[8],"clustering":[9,14,108],"(DPC,":[10],"also":[11],"known":[12],"as":[13],"by":[15,23,63],"fast":[16],"search":[17],"and":[18,97,119],"find":[19],"peaks)":[22],"introduction":[25],"grid":[28,31,41,47,68,99],"clustering.":[29],"A":[30],"division":[32],"is":[33,61,75,102,133,141],"used":[34,113],"to":[35,104,114],"divide":[36],"data":[38,54],"space":[39],"into":[40],"cells.":[42],"The":[43,56,70],"global":[44],"characteristic":[45,51],"cell":[48,100],"replaces":[49],"points.":[55],"local":[57],"DPC":[60,74,132],"replaced":[62],"cell.":[69],"cut-off":[71],"distance":[72],"no":[76],"longer":[77],"needed.":[78],"Then,":[79],"cluster":[81],"centers":[82],"are":[83,112],"determined":[84],"adaptively":[85],"based":[86],"quantities.":[89],"Finally,":[90],"a":[91],"two-stage":[92],"allocation":[93],"strategy":[94],"(neighborhood":[95],"searching":[96],"border":[98],"assigning)":[101],"introduced":[103],"obtain":[105],"final":[107],"results.":[109],"Six":[110],"datasets":[111],"experimentally":[115],"verify":[116],"effectiveness":[118],"performance":[120],"proposed":[123,139],"algorithm.":[124],"Experimental":[125],"results":[126],"show":[127],"that":[128],"successful.":[134],"Compared":[135],"with":[136,144],"DPC,":[137],"algorithm":[140],"more":[142],"efficient":[143],"less":[145],"manual":[146],"intervention.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
