{"id":"https://openalex.org/W2377021780","doi":null,"title":"Survey on challenges in clustering analysis research","display_name":"Survey on challenges in clustering analysis research","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2377021780","mag":"2377021780"},"language":"en","primary_location":{"id":"mag:2377021780","doi":null,"is_oa":false,"landing_page_url":"https://en.cnki.com.cn/Article_en/CJFDTOTAL-KZYC201203002.htm","pdf_url":null,"source":{"id":"https://openalex.org/S2764380666","display_name":"Kongzhi yu juece","issn_l":"1001-0920","issn":["1001-0920"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4320800596","host_organization_name":"Northeastern University","host_organization_lineage":["https://openalex.org/P4320800596"],"host_organization_lineage_names":["Northeastern University"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Kongzhi yu juece","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5100712167","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9548-0411","observed_orcids":["https://orcid.org/0000-0001-9548-0411"]},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["School of Digital Media, Jiangnan University, Wuxi 214122, China"],"raw_orcid":"https://orcid.org/0000-0001-9548-0411","affiliations":[{"raw_affiliation_string":"School of Digital Media, Jiangnan University, Wuxi 214122, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003183751","display_name":"Shitong Wang","orcid":"https://orcid.org/0000-0002-8393-6554","observed_orcids":["https://orcid.org/0000-0002-8393-6554"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shitong Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8393-6554","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5042607110","display_name":"Zhaohong Deng","orcid":"https://orcid.org/0000-0002-0790-6492","observed_orcids":["https://orcid.org/0000-0002-0790-6492","https://orcid.org/0000-0001-8045-2426"]},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohong Deng","raw_affiliation_strings":["School of Digital Media, Jiangnan University, Wuxi 214122, China"],"raw_orcid":"https://orcid.org/0000-0002-0790-6492","affiliations":[{"raw_affiliation_string":"School of Digital Media, Jiangnan University, Wuxi 214122, China","institution_ids":["https://openalex.org/I111599522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4534,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8233291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":1.0,"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":1.0,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.0,"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/clustering","display_name":"clustering","score":0.9929999709129333},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.6959999799728394},{"id":"https://openalex.org/keywords/clustering-algorithms","display_name":"clustering algorithms","score":0.7720000147819519}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8673058748245239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6185484528541565},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5764834880828857},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5737154483795166},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5679256319999695},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5216032266616821},{"id":"https://openalex.org/C186767784","wikidata":"https://www.wikidata.org/wiki/Q5162841","display_name":"Consensus clustering","level":5,"score":0.42616766691207886},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.2668163776397705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2250947654247284},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18190789222717285},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.13224497437477112},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2377021780","doi":null,"is_oa":false,"landing_page_url":"https://en.cnki.com.cn/Article_en/CJFDTOTAL-KZYC201203002.htm","pdf_url":null,"source":{"id":"https://openalex.org/S2764380666","display_name":"Kongzhi yu juece","issn_l":"1001-0920","issn":["1001-0920"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4320800596","host_organization_name":"Northeastern University","host_organization_lineage":["https://openalex.org/P4320800596"],"host_organization_lineage_names":["Northeastern University"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Kongzhi yu juece","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1495721607","https://openalex.org/W1520084959","https://openalex.org/W1539656788","https://openalex.org/W1585610988","https://openalex.org/W1672197616","https://openalex.org/W1790954942","https://openalex.org/W1946811534","https://openalex.org/W1959178355","https://openalex.org/W1970474440","https://openalex.org/W1971022913","https://openalex.org/W1972291553","https://openalex.org/W1987492370","https://openalex.org/W1987801991","https://openalex.org/W1992419399","https://openalex.org/W1995389224","https://openalex.org/W1997170591","https://openalex.org/W2001141328","https://openalex.org/W2005634958","https://openalex.org/W2008389462","https://openalex.org/W2011430131","https://openalex.org/W2014781453","https://openalex.org/W2014936693","https://openalex.org/W2016959655","https://openalex.org/W2022686119","https://openalex.org/W2035966506","https://openalex.org/W2042057954","https://openalex.org/W2043386636","https://openalex.org/W2045964207","https://openalex.org/W2053186076","https://openalex.org/W2060346657","https://openalex.org/W2067191022","https://openalex.org/W2073568237","https://openalex.org/W2080476941","https://openalex.org/W2094533840","https://openalex.org/W2095512713","https://openalex.org/W2103250033","https://openalex.org/W2104109662","https://openalex.org/W2106053110","https://openalex.org/W2107903523","https://openalex.org/W2108757275","https://openalex.org/W2116442055","https://openalex.org/W2117849675","https://openalex.org/W2118522967","https://openalex.org/W2120887445","https://openalex.org/W2125070513","https://openalex.org/W2125687218","https://openalex.org/W2131687179","https://openalex.org/W2142331719","https://openalex.org/W2153233077","https://openalex.org/W2154579705","https://openalex.org/W2154872931","https://openalex.org/W2155319834","https://openalex.org/W2156261289","https://openalex.org/W2157240557","https://openalex.org/W2161985854","https://openalex.org/W2164381747","https://openalex.org/W2164411384","https://openalex.org/W2170432751","https://openalex.org/W2171975443","https://openalex.org/W2349255060","https://openalex.org/W2354659293","https://openalex.org/W2369760143","https://openalex.org/W2373766213","https://openalex.org/W2375327470","https://openalex.org/W2393313860","https://openalex.org/W3099514962","https://openalex.org/W3142533870"],"related_works":["https://openalex.org/W2379328352","https://openalex.org/W6884896077","https://openalex.org/W4392705980","https://openalex.org/W7096286234","https://openalex.org/W3118941071","https://openalex.org/W2349553876","https://openalex.org/W4247156099","https://openalex.org/W2904658582","https://openalex.org/W2516189153","https://openalex.org/W2361419218"],"abstract_inverted_index":{"Clustering":[0],"analysis":[1],"is":[2,12],"an":[3],"important":[4],"tool":[5],"for":[6],"data":[7],"mining":[8],"and":[9,48],"its":[10],"purpose":[11],"to":[13,62],"find":[14],"the":[15,30,40,49,63],"cluster":[16],"structures":[17],"in":[18,36,43,54],"dataset.":[19],"However,":[20],"several":[21],"fundamental":[22],"challenges":[23,42],"associated":[24],"with":[25],"clustering":[26],"still":[27],"exist.":[28],"Therefore,":[29],"representative":[31],"methods":[32],"are":[33,46,51],"briefly":[34],"surveyed":[35],"this":[37],"paper.":[38],"Moreover,":[39],"major":[41],"current":[44],"work":[45],"summarized":[47],"solutions":[50],"also":[52],"discussed":[53],"detail.":[55],"A":[56],"valuable":[57],"reference":[58],"can":[59],"be":[60],"provided":[61],"related":[64],"research":[65],"work.":[66]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
