{"id":"https://openalex.org/W1522452132","doi":"https://doi.org/10.3233/ida-140707","title":"Addressing the validation of overlapping clustering algorithms","display_name":"Addressing the validation of overlapping clustering algorithms","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W1522452132","doi":"https://doi.org/10.3233/ida-140707","mag":"1522452132"},"language":"en","primary_location":{"id":"doi:10.3233/ida-140707","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-140707","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis: An International Journal","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/A5050555994","display_name":"Henry Rosales-M\u00e9ndez","orcid":"https://orcid.org/0000-0001-7031-4812"},"institutions":[{"id":"https://openalex.org/I186442907","display_name":"Universidad de Oriente","ror":"https://ror.org/03xygw105","country_code":"VE","type":"education","lineage":["https://openalex.org/I186442907"]},{"id":"https://openalex.org/I199856841","display_name":"Universidad de Oriente","ror":"https://ror.org/03kqap970","country_code":"CU","type":"education","lineage":["https://openalex.org/I199856841"]}],"countries":["CU","VE"],"is_corresponding":true,"raw_author_name":"Henry Rosales-M\u00e9ndez","raw_affiliation_strings":["Computer Science Departament, Universidad de Oriente, Santiago de Cuba, Cuba","Computer Science Departament, Universidad de Oriente, Santiago de Cuba, Cuba#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Science Departament, Universidad de Oriente, Santiago de Cuba, Cuba","institution_ids":["https://openalex.org/I199856841"]},{"raw_affiliation_string":"Computer Science Departament, Universidad de Oriente, Santiago de Cuba, Cuba#TAB#","institution_ids":["https://openalex.org/I186442907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076702740","display_name":"Yunior Ram\u00edrez-Cruz","orcid":"https://orcid.org/0000-0002-1750-5756"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universidad Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Yunior Ram\u00edrez-Cruz","raw_affiliation_strings":["Departament d'Enginyeria Inform\u00e0tica i Matem\u00e0tiques, Universitat Rovira i Virgili, Tarragona, Spain"],"affiliations":[{"raw_affiliation_string":"Departament d'Enginyeria Inform\u00e0tica i Matem\u00e0tiques, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050555994"],"corresponding_institution_ids":["https://openalex.org/I186442907","https://openalex.org/I199856841"],"apc_list":null,"apc_paid":null,"fwci":0.409,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71760183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"18","issue":"6_suppl","first_page":"S33","last_page":"S45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9955000281333923,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9955000281333923,"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":0.631718099117279},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6234084367752075},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4349311888217926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33448752760887146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.297801673412323}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.631718099117279},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6234084367752075},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4349311888217926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33448752760887146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.297801673412323}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ida-140707","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-140707","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis: An International Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1996302537","https://openalex.org/W2008525336","https://openalex.org/W2051442094","https://openalex.org/W2054353906","https://openalex.org/W2072240081","https://openalex.org/W2113227740","https://openalex.org/W2127165742","https://openalex.org/W2129066856","https://openalex.org/W2129070834","https://openalex.org/W2138615112","https://openalex.org/W2239301978","https://openalex.org/W2963673689"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2317200988","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278"],"abstract_inverted_index":{"The":[0],"validation":[1],"of":[2,34,91],"overlapping":[3,41,68,84],"clusterings":[4],"has":[5],"gained":[6],"considerable":[7],"attention":[8],"in":[9,95],"the":[10,50,88,96],"last":[11],"years,":[12],"as":[13,28],"it":[14,44],"represents":[15],"a":[16,76],"fundamental":[17],"step":[18],"towards":[19],"achieving":[20],"reliable":[21],"clustering":[22,69],"algorithms,":[23],"still":[24],"being":[25],"largely":[26],"considered":[27],"an":[29],"open":[30],"question.":[31],"A":[32],"number":[33],"measures":[35,56,109],"have":[36],"been":[37],"proposed":[38],"for":[39,82],"validating":[40,83],"clusterings,":[42,61,85],"but":[43],"remains":[45],"unclear":[46],"which":[47,86],"one":[48],"is":[49],"most":[51,64],"convenient.":[52],"Most":[53],"existing":[54],"external":[55,78],"aim":[57],"to":[58],"validate":[59],"partitional":[60],"even":[62],"when":[63],"real-life":[65],"problem":[66],"involve":[67],"scenarios.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"propose":[75],"new":[77],"measure":[79],"specifically":[80],"designed":[81],"fulfills":[87],"main":[89],"set":[90],"desirable":[92],"conditions":[93],"presented":[94],"literature.":[97],"We":[98],"also":[99],"show":[100],"that":[101],"our":[102],"proposal":[103],"correctly":[104],"handles":[105],"situations":[106],"where":[107],"previous":[108],"display":[110],"undesirable":[111],"performances.":[112]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
