{"id":"https://openalex.org/W2171898708","doi":"https://doi.org/10.1109/cit.2008.4594673","title":"A new join-less approach for co-location pattern mining","display_name":"A new join-less approach for co-location pattern mining","publication_year":2008,"publication_date":"2008-07-01","ids":{"openalex":"https://openalex.org/W2171898708","doi":"https://doi.org/10.1109/cit.2008.4594673","mag":"2171898708"},"language":"en","primary_location":{"id":"doi:10.1109/cit.2008.4594673","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cit.2008.4594673","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 8th IEEE International Conference on Computer and Information Technology","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://usir.salford.ac.uk/id/eprint/23120/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031454934","display_name":"Lizhen Wang","orcid":"https://orcid.org/0000-0002-1256-4271"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]},{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Lizhen Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, Yunnan University, Kunming, P. R. China","Department of Informatics, University of Huddersfield, Huddersfield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Yunnan University, Kunming, P. R. China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"Department of Informatics, University of Huddersfield, Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049160918","display_name":"Yuzhen Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhen Bao","raw_affiliation_strings":["Department of Computer Science and Engineering, Yunnan University, Kunming, P. R. China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Yunnan University, Kunming, P. R. China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002204703","display_name":"Joan Lu","orcid":"https://orcid.org/0000-0002-0585-2806"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joan Lu","raw_affiliation_strings":["Department of Informatics, University of Huddersfield, Huddersfield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Huddersfield, Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008744241","display_name":"Jim Yip","orcid":null},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jim Yip","raw_affiliation_strings":["Department of Informatics, University of Huddersfield, Huddersfield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Huddersfield, Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031454934"],"corresponding_institution_ids":["https://openalex.org/I133837150","https://openalex.org/I189210763"],"apc_list":null,"apc_paid":null,"fwci":6.1231,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.96345083,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"197","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9490000009536743,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/join","display_name":"Join (topology)","score":0.7686378955841064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6571221351623535},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36046290397644043},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3206561207771301},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09617668390274048}],"concepts":[{"id":"https://openalex.org/C2776124973","wikidata":"https://www.wikidata.org/wiki/Q3183033","display_name":"Join (topology)","level":2,"score":0.7686378955841064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571221351623535},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36046290397644043},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3206561207771301},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09617668390274048},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cit.2008.4594673","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cit.2008.4594673","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 8th IEEE International Conference on Computer and Information Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.hud.ac.uk:3007","is_oa":false,"landing_page_url":"http://eprints.hud.ac.uk/id/eprint/3007/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401852","display_name":"University of Huddersfield Repository (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Chapter"},{"id":"pmh:oai:pure.atira.dk:publications/a97d9e28-2311-41ea-8ec4-433c9a9a44cd","is_oa":false,"landing_page_url":"https://pure.hud.ac.uk/en/publications/a97d9e28-2311-41ea-8ec4-433c9a9a44cd","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, L, Bao, Y, Lu, J & Yip, J 2008, A New Join-less Approach for Co-location Pattern Mining. in Q Xu, X He, Q V Nguyen, W Jia & M Huang (eds), Proceedings - 2008 8th IEEE International Conference on Computer and Information Technology, CIT 2008., 4594673, IEEE, pp. 197-202, IEEE 8th International Conference on Computer and Information Technology, Sydney, New South Wales, Australia, 8/07/08. https://doi.org/10.1109/CIT.2008.4594673","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:usir.salford.ac.uk:23120","is_oa":true,"landing_page_url":"http://usir.salford.ac.uk/id/eprint/23120/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401501","display_name":"University of Salford Institutional Repository (University of Salford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54459138","host_organization_name":"University of Salford","host_organization_lineage":["https://openalex.org/I54459138"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:usir.salford.ac.uk:23120","is_oa":true,"landing_page_url":"http://usir.salford.ac.uk/id/eprint/23120/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401501","display_name":"University of Salford Institutional Repository (University of Salford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54459138","host_organization_name":"University of Salford","host_organization_lineage":["https://openalex.org/I54459138"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G817726580","display_name":"BEhaviour change to reduce Pain in Knee Osteoarthritis (BEPKO-2): A feasibility study","funder_award_id":"NIHR202203","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"}],"funders":[{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320319994","display_name":"Department of Health and Social Care","ror":"https://ror.org/03sbpja79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W259338706","https://openalex.org/W1484413656","https://openalex.org/W1515526911","https://openalex.org/W1870669718","https://openalex.org/W1976347887","https://openalex.org/W2092744183","https://openalex.org/W2100015990","https://openalex.org/W2107990165","https://openalex.org/W2140190241","https://openalex.org/W2160961791","https://openalex.org/W3176132770","https://openalex.org/W3204616723","https://openalex.org/W4285719527","https://openalex.org/W6639245086","https://openalex.org/W6684093388"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4205996836","https://openalex.org/W2151692181","https://openalex.org/W4392498349","https://openalex.org/W2093960938","https://openalex.org/W3214148052","https://openalex.org/W4392216655","https://openalex.org/W2807741550"],"abstract_inverted_index":{"With":[0],"the":[1,8,30,51,58,67,74,142,147,164,171],"rapid":[2],"growth":[3],"and":[4,86,100,144,157],"extensive":[5],"applications":[6],"of":[7,32,50,54,60,66,77,82,89,146],"spatial":[9,20,24,61,125],"dataset,":[10],"it\u2019s":[11],"getting":[12],"more":[13,168],"important":[14],"to":[15,18,45,72],"solve":[16],"how":[17],"find":[19],"knowledge":[21],"automatically":[22],"from":[23],"datasets.":[25],"Spatial":[26],"co-location":[27,47,78,83,90,106,129],"patterns":[28,48,84,91,107],"represent":[29],"subsets":[31],"features":[33],"whose":[34],"instances":[35,59,76,131],"are":[36,98],"frequently":[37],"located":[38],"together":[39],"in":[40,95],"geographic":[41],"space.":[42],"It\u2019s":[43],"difficult":[44],"discovery":[46,85],"because":[49],"huge":[52],"amount":[53],"data":[55,113],"brought":[56],"by":[57],"features.":[62],"A":[63],"large":[64],"fraction":[65],"computation":[68],"time":[69],"is":[70,120,166],"devoted":[71],"generating":[73],"table":[75,130],"patterns.":[79],"The":[80,122],"essence":[81],"three":[87],"kinds":[88],"mining":[92],"algorithms":[93],"proposed":[94],"recent":[96],"years":[97],"analyzed,":[99],"a":[101,112,137,158],"new":[102,148],"join-less":[103,172],"approach":[104],"for":[105],"mining,":[108],"which":[109],"based":[110],"on":[111],"structure\u2014":[114],"CPI-tree":[115,123],"(Co-location":[116],"Pattern":[117],"Instance":[118],"Tree),":[119],"proposed.":[121],"materializes":[124],"neighbor":[126],"relationships.":[127],"All":[128],"can":[132],"be":[133],"generated":[134],"quickly":[135],"with":[136],"CPI-tree.":[138],"This":[139],"paper":[140],"proves":[141],"correctness":[143],"completeness":[145],"approach.":[149],"Finally,":[150],"an":[151],"experimental":[152],"evaluation":[153],"using":[154],"synthetic":[155],"datasets":[156],"real":[159],"world":[160],"dataset":[161],"shows":[162],"that":[163],"algorithm":[165],"computationally":[167],"efficient":[169],"than":[170],"algorithm.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}