{"id":"https://openalex.org/W2014869513","doi":"https://doi.org/10.1007/s10586-014-0413-9","title":"A scalable and fast OPTICS for clustering trajectory big data","display_name":"A scalable and fast OPTICS for clustering trajectory big data","publication_year":2014,"publication_date":"2014-12-19","ids":{"openalex":"https://openalex.org/W2014869513","doi":"https://doi.org/10.1007/s10586-014-0413-9","mag":"2014869513"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-014-0413-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-014-0413-9","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","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/A5069143799","display_name":"Ze Deng","orcid":"https://orcid.org/0000-0003-1503-9701"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ze Deng","raw_affiliation_strings":["School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101075955","display_name":"Yangyang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangyang Hu","raw_affiliation_strings":["School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021601193","display_name":"Mao Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mao Zhu","raw_affiliation_strings":["School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023386114","display_name":"Xiaohui Huang","orcid":"https://orcid.org/0000-0002-0394-2357"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Huang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060042752","display_name":"Bo Du","orcid":"https://orcid.org/0000-0002-0059-8458"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Du","raw_affiliation_strings":["School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, Hubei, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"[School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China]","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069143799"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":6.4749,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.97256289,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"18","issue":"2","first_page":"549","last_page":"562"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9932000041007996,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.873949408531189},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8400118350982666},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7330224514007568},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.660902202129364},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6551011800765991},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5522770285606384},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.48886507749557495},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.4844098687171936},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4817395508289337},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.44852015376091003},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4327227473258972},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.42848560214042664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2854277789592743},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2653111219406128},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18297278881072998}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.873949408531189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8400118350982666},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7330224514007568},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.660902202129364},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6551011800765991},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5522770285606384},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.48886507749557495},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.4844098687171936},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4817395508289337},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.44852015376091003},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4327227473258972},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.42848560214042664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2854277789592743},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2653111219406128},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18297278881072998},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-014-0413-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-014-0413-9","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1486723877","https://openalex.org/W1596757568","https://openalex.org/W1673310716","https://openalex.org/W1871040700","https://openalex.org/W1932332954","https://openalex.org/W1964971935","https://openalex.org/W1966192292","https://openalex.org/W1967140145","https://openalex.org/W1971022913","https://openalex.org/W1976967115","https://openalex.org/W1981398125","https://openalex.org/W1982911127","https://openalex.org/W1990743832","https://openalex.org/W1997365084","https://openalex.org/W1997741691","https://openalex.org/W1999432478","https://openalex.org/W2002830978","https://openalex.org/W2016173666","https://openalex.org/W2020551080","https://openalex.org/W2023751717","https://openalex.org/W2023846135","https://openalex.org/W2028001415","https://openalex.org/W2034840791","https://openalex.org/W2035055162","https://openalex.org/W2040530489","https://openalex.org/W2044867592","https://openalex.org/W2060346657","https://openalex.org/W2067047477","https://openalex.org/W2069056129","https://openalex.org/W2073210541","https://openalex.org/W2079207448","https://openalex.org/W2079512061","https://openalex.org/W2082266106","https://openalex.org/W2083620785","https://openalex.org/W2091783684","https://openalex.org/W2097597750","https://openalex.org/W2105772399","https://openalex.org/W2107946060","https://openalex.org/W2109328551","https://openalex.org/W2112877387","https://openalex.org/W2118371392","https://openalex.org/W2120636855","https://openalex.org/W2127073620","https://openalex.org/W2127218421","https://openalex.org/W2140190241","https://openalex.org/W2147880780","https://openalex.org/W2151573792","https://openalex.org/W2154002592","https://openalex.org/W2154026824","https://openalex.org/W2154797012","https://openalex.org/W2160642098","https://openalex.org/W2161581167","https://openalex.org/W2243134569"],"related_works":["https://openalex.org/W4301002638","https://openalex.org/W3088133960","https://openalex.org/W2371010743","https://openalex.org/W2163563073","https://openalex.org/W2607902515","https://openalex.org/W1987613674","https://openalex.org/W4253632195","https://openalex.org/W2393707058","https://openalex.org/W3168768270","https://openalex.org/W2590117803"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":4}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}
