{"id":"https://openalex.org/W4402954016","doi":"https://doi.org/10.1145/3789495","title":"Interpretable Clustering: A Survey","display_name":"Interpretable Clustering: A Survey","publication_year":2026,"publication_date":"2026-01-16","ids":{"openalex":"https://openalex.org/W4402954016","doi":"https://doi.org/10.1145/3789495"},"language":"en","primary_location":{"id":"doi:10.1145/3789495","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789495","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3789495","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089849427","display_name":"Lianyu Hu","orcid":"https://orcid.org/0000-0001-7470-9395"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianyu Hu","raw_affiliation_strings":["College of Information Science and Engineering, Henan University of Technology"],"raw_orcid":"https://orcid.org/0000-0001-7470-9395","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Henan University of Technology","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087422170","display_name":"Mudi Jiang","orcid":"https://orcid.org/0000-0001-9474-8375"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mudi Jiang","raw_affiliation_strings":["School of Software, Dalian University of Technology"],"raw_orcid":"https://orcid.org/0000-0001-9474-8375","affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103351397","display_name":"Junjie Dong","orcid":"https://orcid.org/0000-0001-8267-9181"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Dong","raw_affiliation_strings":["Xinchang Power Supply Company, State Grid Corporation of China"],"raw_orcid":"https://orcid.org/0000-0001-8267-9181","affiliations":[{"raw_affiliation_string":"Xinchang Power Supply Company, State Grid Corporation of China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinying Liu","orcid":"https://orcid.org/0009-0009-4038-0590"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinying Liu","raw_affiliation_strings":["School of Software, Dalian University of Technology"],"raw_orcid":"https://orcid.org/0009-0009-4038-0590","affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009588567","display_name":"Zengyou He","orcid":"https://orcid.org/0000-0001-9526-8816"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengyou He","raw_affiliation_strings":["School of Software, Dalian University of Technology"],"raw_orcid":"https://orcid.org/0000-0001-9526-8816","affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":38.259,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9953408,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"58","issue":"8","first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.6991999745368958,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.6991999745368958,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.6671000123023987,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.666700005531311,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6579315066337585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39933347702026367},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3421242833137512},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3136090338230133}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6579315066337585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39933347702026367},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3421242833137512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3136090338230133}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3789495","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789495","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2409.00743","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.00743","pdf_url":"https://arxiv.org/pdf/2409.00743","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:arXiv.org:2409.00743","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2409.00743","pdf_url":"https://arxiv.org/pdf/2409.00743","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2409.00743","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2409.00743","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1145/3789495","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789495","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4254997053","display_name":null,"funder_award_id":"62472064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2891503716","https://openalex.org/W4366262984","https://openalex.org/W299101407","https://openalex.org/W4401108892","https://openalex.org/W2106067233","https://openalex.org/W2604736517","https://openalex.org/W3049684724","https://openalex.org/W3130450512","https://openalex.org/W4407781725","https://openalex.org/W3101981467","https://openalex.org/W3162678658","https://openalex.org/W3200439640","https://openalex.org/W4322771963","https://openalex.org/W4400123667","https://openalex.org/W4387996490","https://openalex.org/W4391888307","https://openalex.org/W2165380877","https://openalex.org/W2560734348","https://openalex.org/W4402473632","https://openalex.org/W2061025330","https://openalex.org/W2585986260","https://openalex.org/W4394963598","https://openalex.org/W1968634870","https://openalex.org/W4407464433","https://openalex.org/W1987880142","https://openalex.org/W4389674995","https://openalex.org/W4406588604","https://openalex.org/W4403807737","https://openalex.org/W2011430131","https://openalex.org/W4407087076","https://openalex.org/W4293354304","https://openalex.org/W4377825911","https://openalex.org/W2741038359","https://openalex.org/W4311139009","https://openalex.org/W4411260425","https://openalex.org/W4391848979","https://openalex.org/W2999615587","https://openalex.org/W4415727275","https://openalex.org/W2963095307","https://openalex.org/W4399576156","https://openalex.org/W2910705748","https://openalex.org/W4413755889","https://openalex.org/W4401009060","https://openalex.org/W1963502056","https://openalex.org/W4312419075","https://openalex.org/W2945976633","https://openalex.org/W4311499981","https://openalex.org/W2733722625","https://openalex.org/W4408149523","https://openalex.org/W4403274268","https://openalex.org/W7117569513"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"much":[3],"of":[4,23,45,108,112,152],"the":[5,21,43,69,109,135,148,177],"research":[6],"on":[7,13],"clustering":[8,49,83,114,139,153,174],"algorithms":[9,84,154],"has":[10,51],"primarily":[11],"focused":[12],"enhancing":[14],"their":[15],"accuracy":[16],"and":[17,40,47,72,89,105,150,159,164,171],"efficiency,":[18],"frequently":[19],"at":[20,184],"expense":[22],"interpretability.":[24],"However,":[25],"as":[26,37],"these":[27,76],"methods":[28,140,175],"are":[29,156],"increasingly":[30],"being":[31],"applied":[32],"in":[33,75,130,180],"high-stakes":[34],"domains":[35],"such":[36],"healthcare,":[38],"finance,":[39],"autonomous":[41],"systems,":[42],"need":[44],"transparent":[46],"interpretable":[48,173],"outcomes":[50],"become":[52],"a":[53,93,103],"critical":[54],"concern.":[55],"This":[56],"is":[57,91],"not":[58],"only":[59],"necessary":[60],"for":[61,67,141],"gaining":[62],"user":[63],"trust":[64],"but":[65],"also":[66,146],"satisfying":[68],"growing":[70],"ethical":[71],"regulatory":[73],"demands":[74],"fields.":[77],"Ensuring":[78],"that":[79,155],"decisions":[80,133],"derived":[81],"from":[82],"can":[85,126],"be":[86],"clearly":[87],"understood":[88],"justified":[90],"now":[92],"fundamental":[94],"requirement.":[95],"To":[96],"address":[97],"this":[98,100,181],"need,":[99],"article":[101],"provides":[102],"comprehensive":[104],"structured":[106],"review":[107],"current":[110],"state":[111],"explainable":[113,138],"algorithms,":[115],"identifying":[116],"key":[117],"criteria":[118],"to":[119],"distinguish":[120],"between":[121],"various":[122],"methods.":[123],"These":[124],"insights":[125],"effectively":[127],"assist":[128],"researchers":[129],"making":[131],"informed":[132],"about":[134],"most":[136],"suitable":[137],"specific":[142],"application":[143],"contexts,":[144],"while":[145],"promoting":[147],"development":[149],"adoption":[151],"both":[157],"efficient":[158],"transparent.":[160],"For":[161],"convenient":[162],"access":[163],"reference,":[165],"an":[166],"open":[167],"repository":[168],"organizes":[169],"representative":[170],"emerging":[172],"under":[176],"taxonomy":[178],"proposed":[179],"survey,":[182],"available":[183],"https://github.com/hulianyu/Awesome-Interpretable-Clustering":[185]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2024-09-29T00:00:00"}