{"id":"https://openalex.org/W2570579522","doi":"https://doi.org/10.14778/3021924.3021932","title":"NG-DBSCAN","display_name":"NG-DBSCAN","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2570579522","doi":"https://doi.org/10.14778/3021924.3021932","mag":"2570579522"},"language":"en","primary_location":{"id":"doi:10.14778/3021924.3021932","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3021924.3021932","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://openportal.isti.cnr.it/doc?id=people______::a35a82e5f2708706da535f6b4d56dbad","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045513580","display_name":"Alessandro Lulli","orcid":"https://orcid.org/0000-0003-3881-8900"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Lulli","raw_affiliation_strings":["University of Pisa, Italy and ISTI, CNR, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa, Italy and ISTI, CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027942683","display_name":"Matteo Dell\u2019Amico","orcid":"https://orcid.org/0000-0003-3152-4993"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matteo Dell'Amico","raw_affiliation_strings":["Symantec Research Labs, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symantec Research Labs, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017009335","display_name":"Pietro Michiardi","orcid":"https://orcid.org/0000-0003-4675-7677"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pietro Michiardi","raw_affiliation_strings":["EURECOM, Campus SophiaTech, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EURECOM, Campus SophiaTech, France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015647058","display_name":"Laura Ricci","orcid":"https://orcid.org/0000-0002-8179-8215"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laura Ricci","raw_affiliation_strings":["University of Pisa, Italy and ISTI, CNR, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa, Italy and ISTI, CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.3661,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.98588345,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"10","issue":"3","first_page":"157","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9991999864578247,"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":0.9991999864578247,"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/T11106","display_name":"Data Management and Algorithms","score":0.9970999956130981,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dbscan","display_name":"DBSCAN","score":0.9580932855606079},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7491244673728943},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7346599102020264},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6918239593505859},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.592995285987854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5646560192108154},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34763118624687195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3404567241668701},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25731682777404785},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.10447078943252563},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.09295734763145447},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.06237569451332092}],"concepts":[{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.9580932855606079},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491244673728943},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7346599102020264},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6918239593505859},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.592995285987854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5646560192108154},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34763118624687195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3404567241668701},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25731682777404785},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.10447078943252563},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.09295734763145447},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.06237569451332092}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14778/3021924.3021932","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3021924.3021932","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},{"id":"pmh:oai:dnet:people______::a35a82e5f2708706da535f6b4d56dbad","is_oa":true,"landing_page_url":"https://openportal.isti.cnr.it/doc?id=people______::a35a82e5f2708706da535f6b4d56dbad","pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the VLDB Endowment 10 (2016): 157\u2013168. doi:10.14778/3021924.3021932","raw_type":"Journal article"},{"id":"pmh:oai:iris.unige.it:11567/1071006","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1071006","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dnet:people______::a35a82e5f2708706da535f6b4d56dbad","is_oa":true,"landing_page_url":"https://openportal.isti.cnr.it/doc?id=people______::a35a82e5f2708706da535f6b4d56dbad","pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the VLDB Endowment 10 (2016): 157\u2013168. doi:10.14778/3021924.3021932","raw_type":"Journal article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1425731158","https://openalex.org/W1448681276","https://openalex.org/W1547566968","https://openalex.org/W1673310716","https://openalex.org/W1859864292","https://openalex.org/W1979896142","https://openalex.org/W2002368650","https://openalex.org/W2007071216","https://openalex.org/W2030780826","https://openalex.org/W2045271686","https://openalex.org/W2047822984","https://openalex.org/W2061051181","https://openalex.org/W2080098453","https://openalex.org/W2092799168","https://openalex.org/W2101196063","https://openalex.org/W2101234009","https://openalex.org/W2107308132","https://openalex.org/W2109275473","https://openalex.org/W2110026675","https://openalex.org/W2113586398","https://openalex.org/W2128600649","https://openalex.org/W2134813265","https://openalex.org/W2168633009","https://openalex.org/W2169491762","https://openalex.org/W2170616854","https://openalex.org/W2201099741","https://openalex.org/W2291321158","https://openalex.org/W2505011268","https://openalex.org/W2562836854"],"related_works":["https://openalex.org/W2807508722","https://openalex.org/W3176449234","https://openalex.org/W2353158678","https://openalex.org/W4225278791","https://openalex.org/W4386035182","https://openalex.org/W2045002201","https://openalex.org/W2971352445","https://openalex.org/W4322502698","https://openalex.org/W2604015980","https://openalex.org/W4221067603"],"abstract_inverted_index":{"We":[0,45],"present":[1],"NG-DBSCAN,":[2,54],"an":[3,63],"approximate":[4,32],"density-based":[5],"clustering":[6,43],"algorithm":[7,23],"that":[8],"operates":[9],"on":[10],"arbitrary":[11],"data":[12],"and":[13,69,78],"any":[14],"symmetric":[15],"distance":[16],"measure.":[17],"The":[18],"distributed":[19],"design":[20],"of":[21,39,50,53],"our":[22,73],"makes":[24,34],"it":[25,35],"scalable":[26],"to":[27],"very":[28],"large":[29],"datasets;":[30],"its":[31],"nature":[33],"fast,":[36],"yet":[37],"capable":[38],"producing":[40],"high":[41],"quality":[42],"results.":[44],"provide":[46],"a":[47],"detailed":[48],"overview":[49],"the":[51],"steps":[52],"together":[55],"with":[56,67],"their":[57],"analysis.":[58],"Our":[59],"results,":[60],"obtained":[61],"through":[62],"extensive":[64],"experimental":[65],"campaign":[66],"real":[68],"synthetic":[70],"data,":[71],"substantiate":[72],"claims":[74],"about":[75],"NG-DBSCAN's":[76],"performance":[77],"scalability.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2017-01-13T00:00:00"}
