{"id":"https://openalex.org/W2092799168","doi":"https://doi.org/10.1145/2723372.2737792","title":"DBSCAN Revisited","display_name":"DBSCAN Revisited","publication_year":2015,"publication_date":"2015-05-27","ids":{"openalex":"https://openalex.org/W2092799168","doi":"https://doi.org/10.1145/2723372.2737792","mag":"2092799168"},"language":"en","primary_location":{"id":"doi:10.1145/2723372.2737792","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2723372.2737792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-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/A5068471095","display_name":"Junhao Gan","orcid":"https://orcid.org/0000-0001-9101-1503"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Junhao Gan","raw_affiliation_strings":["Chinese University of Hong Kong, New Territories , Hong Kong","Chinese University of Hong Kong, New Territories, Hong Kong#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese University of Hong Kong, New Territories , Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Chinese University of Hong Kong, New Territories, Hong Kong#TAB#","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048609852","display_name":"Yufei Tao","orcid":"https://orcid.org/0000-0003-3883-5452"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yufei Tao","raw_affiliation_strings":["Chinese University of Hong Kong, New Territories , Hong Kong","Chinese University of Hong Kong, New Territories, Hong Kong#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese University of Hong Kong, New Territories , Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Chinese University of Hong Kong, New Territories, Hong Kong#TAB#","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":17.3944,"has_fulltext":false,"cited_by_count":222,"citation_normalized_percentile":{"value":0.99488064,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"519","last_page":"530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.996999979019165,"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":0.9958999752998352,"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/dbscan","display_name":"DBSCAN","score":0.8075309991836548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6904008984565735},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6112029552459717},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6053473353385925},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5748094916343689},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4164380729198456},{"id":"https://openalex.org/keywords/running-time","display_name":"Running time","score":0.41459816694259644},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39786553382873535},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3715919256210327},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3398687243461609},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3153139650821686},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.1411324143409729},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.09639552235603333}],"concepts":[{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.8075309991836548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6904008984565735},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6112029552459717},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6053473353385925},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5748094916343689},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4164380729198456},{"id":"https://openalex.org/C3017489831","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Running time","level":2,"score":0.41459816694259644},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39786553382873535},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3715919256210327},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3398687243461609},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3153139650821686},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.1411324143409729},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.09639552235603333},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2723372.2737792","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2723372.2737792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W8734727","https://openalex.org/W108314478","https://openalex.org/W154269568","https://openalex.org/W1566114229","https://openalex.org/W1673310716","https://openalex.org/W1938740620","https://openalex.org/W1967822648","https://openalex.org/W2026297770","https://openalex.org/W2027387410","https://openalex.org/W2037877878","https://openalex.org/W2041179002","https://openalex.org/W2060564327","https://openalex.org/W2067877017","https://openalex.org/W2088698696","https://openalex.org/W2093241092","https://openalex.org/W2108335620","https://openalex.org/W2118268275","https://openalex.org/W2123747287","https://openalex.org/W2123904884","https://openalex.org/W2129976136","https://openalex.org/W2140190241","https://openalex.org/W2145758431","https://openalex.org/W2152601912","https://openalex.org/W2160642098","https://openalex.org/W2165169065","https://openalex.org/W2167800198","https://openalex.org/W2189503625","https://openalex.org/W2220451813","https://openalex.org/W2262723863","https://openalex.org/W2489377986","https://openalex.org/W3120740533","https://openalex.org/W4247105055","https://openalex.org/W6633894697","https://openalex.org/W6680704940"],"related_works":["https://openalex.org/W3163639875","https://openalex.org/W3176449234","https://openalex.org/W2807508722","https://openalex.org/W2767235736","https://openalex.org/W2353158678","https://openalex.org/W4225278791","https://openalex.org/W2045002201","https://openalex.org/W2971352445","https://openalex.org/W4322502698","https://openalex.org/W2604015980"],"abstract_inverted_index":{"DBSCAN":[0],"is":[1,17,41,48,85],"a":[2,49,61,67,78],"popular":[3],"method":[4],"for":[5,22,77,80],"clustering":[6],"multi-dimensional":[7],"objects.":[8,45],"Just":[9],"as":[10,12],"notable":[11],"the":[13,18,42],"method's":[14],"vast":[15],"success":[16],"research":[19],"community's":[20],"quest":[21],"its":[23],"efficient":[24],"computation.":[25],"The":[26],"original":[27],"KDD'96":[28],"paper":[29],"claimed":[30],"an":[31,87],"algorithm":[32,53,72],"with":[33],"O(n":[34,69],"log":[35,70],"n)":[36],"running":[37],"time,":[38],"where":[39,66],"n":[40],"number":[43],"of":[44],"Unfortunately,":[46],"this":[47],"mis-claim;":[50],"and":[51],"that":[52],"actually":[54],"requires":[55],"O(n2)":[56],"time.":[57],"There":[58],"has":[59,73],"been":[60,74],"fix":[62,79],"in":[63],"2D":[64],"space,":[65],"genuine":[68],"n)-time":[71],"found.":[75],"Looking":[76],"dimensionality":[81],"d":[82],"\u2265":[83],"3":[84],"currently":[86],"important":[88],"open":[89],"problem.":[90]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":30},{"year":2019,"cited_by_count":23},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":23},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2016-06-24T00:00:00"}
