{"id":"https://openalex.org/W3171478818","doi":"https://doi.org/10.32614/rj-2021-032","title":"clustcurv: An R Package for Determining Groups in Multiple Curves","display_name":"clustcurv: An R Package for Determining Groups in Multiple Curves","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3171478818","doi":"https://doi.org/10.32614/rj-2021-032","mag":"3171478818"},"language":"en","primary_location":{"id":"doi:10.32614/rj-2021-032","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2021-032","pdf_url":"https://journal.r-project.org/archive/2021/RJ-2021-032/RJ-2021-032.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.r-project.org/archive/2021/RJ-2021-032/RJ-2021-032.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Nora,M. Villanueva","orcid":null},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nora,M. Villanueva","raw_affiliation_strings":["Department of Mathematics Centre of Mathematics University of Minho, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics Centre of Mathematics University of Minho, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016679368","display_name":"Marta Sestelo","orcid":"https://orcid.org/0000-0003-4284-6509"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Marta Sestelo","raw_affiliation_strings":["Department of Mathematics Centre of Mathematics University of Minho, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics Centre of Mathematics University of Minho, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040675333","display_name":"Lu\u00eds Meira\u2010Machado","orcid":"https://orcid.org/0000-0002-8577-7665"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis Meira-Machado","raw_affiliation_strings":["Department of Mathematics Centre of Mathematics University of Minho, Portugal","Department of Statistics and OR,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics Centre of Mathematics University of Minho, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Department of Statistics and OR,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007890741","display_name":"Javier Roca\u2010Pardi\u00f1as","orcid":"https://orcid.org/0000-0003-3107-4515"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["ES","PT"],"is_corresponding":false,"raw_author_name":"Javier Roca-Pardi\u00f1as","raw_affiliation_strings":["Department of Mathematics Centre of Mathematics University of Minho, Portugal","SiDOR research group & CINBIO University of Vigo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics Centre of Mathematics University of Minho, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"SiDOR research group & CINBIO University of Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1628,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.48577218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":"1","first_page":"164","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.958899974822998,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.958899974822998,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.8218278884887695},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4165674149990082},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3761138916015625},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3602644205093384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35386526584625244}],"concepts":[{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.8218278884887695},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4165674149990082},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3761138916015625},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3602644205093384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35386526584625244}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.32614/rj-2021-032","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2021-032","pdf_url":"https://journal.r-project.org/archive/2021/RJ-2021-032/RJ-2021-032.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},{"id":"pmh:oai:www.investigo.biblioteca.uvigo.es:11093/6752","is_oa":true,"landing_page_url":"http://hdl.handle.net/11093/6752","pdf_url":"https://journal.r-project.org/articles/RJ-2021-032/RJ-2021-032.pdf","source":{"id":"https://openalex.org/S4377196408","display_name":"Investigo Institutional repository of UVigo (Universidade de Vigo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I6289922","host_organization_name":"Universidade de Vigo","host_organization_lineage":["https://openalex.org/I6289922"],"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":"article"},{"id":"pmh:oai:digitalcommons.unl.edu:r-journal-1087","is_oa":false,"landing_page_url":"https://digitalcommons.unl.edu/r-journal/25","pdf_url":null,"source":{"id":"https://openalex.org/S4306400577","display_name":"Lincoln (University of Nebraska)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The R Journal","raw_type":"text"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/79138","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/79138","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"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":null},{"id":"pmh:oai:repositorium.uminho.pt:1822/79138","is_oa":true,"landing_page_url":"http://doi.org/10.32614/rj-2021-032","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.32614/rj-2021-032","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2021-032","pdf_url":"https://journal.r-project.org/archive/2021/RJ-2021-032/RJ-2021-032.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3763834575","display_name":null,"funder_award_id":"MTM2017-82379-R","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4335737323","display_name":null,"funder_award_id":"MTM2017-89422-P","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3171478818.pdf","grobid_xml":"https://content.openalex.org/works/W3171478818.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1504293068","https://openalex.org/W1597926580","https://openalex.org/W1979300931","https://openalex.org/W1991418299","https://openalex.org/W1997624340","https://openalex.org/W2024105897","https://openalex.org/W2031330193","https://openalex.org/W2039550740","https://openalex.org/W2040012172","https://openalex.org/W2051726817","https://openalex.org/W2067059611","https://openalex.org/W2068903499","https://openalex.org/W2070855110","https://openalex.org/W2074432636","https://openalex.org/W2075997966","https://openalex.org/W2093272448","https://openalex.org/W2117897510","https://openalex.org/W2121044470","https://openalex.org/W2127218421","https://openalex.org/W2139984188","https://openalex.org/W2143594378","https://openalex.org/W2145353414","https://openalex.org/W2155165473","https://openalex.org/W2162870748","https://openalex.org/W2298350296","https://openalex.org/W2318511587","https://openalex.org/W2795859997","https://openalex.org/W2898377802","https://openalex.org/W4236135609","https://openalex.org/W4252284909","https://openalex.org/W4255326519","https://openalex.org/W4255911007","https://openalex.org/W4293241248","https://openalex.org/W4298882835","https://openalex.org/W4302414222","https://openalex.org/W4399639388"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W4245490552","https://openalex.org/W4225152035","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W1587224694","https://openalex.org/W2911598644"],"abstract_inverted_index":{"In":[0],"many":[1],"situations,":[2],"it":[3,66],"could":[4],"be":[5,14,49,68],"interesting":[6],"to":[7],"ascertain":[8],"whether":[9],"groups":[10,53],"of":[11,23,37,43,73,77,80],"curves":[12,38,57],"can":[13,48,67],"performed,":[15],"especially":[16],"when":[17],"confronted":[18],"with":[19,39,70],"a":[20],"considerable":[21],"number":[22],"curves.":[24,64,74],"This":[25],"paper":[26],"introduces":[27],"an":[28,40],"R":[29],"package,":[30],"known":[31],"as":[32,58,60],"clustcurv,":[33],"for":[34,51,61],"determining":[35,52],"clusters":[36],"automatic":[41],"selection":[42],"their":[44],"number.":[45],"The":[46],"package":[47],"used":[50,69],"in":[54],"multiple":[55,62],"survival":[56],"well":[59],"regression":[63],"Moreover,":[65],"large":[71],"numbers":[72],"An":[75],"illustration":[76],"the":[78],"use":[79],"clustcurv":[81],"is":[82],"provided,":[83],"using":[84],"both":[85],"real":[86],"data":[87],"examples":[88],"and":[89],"artificial":[90],"data.":[91]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2021-06-22T00:00:00"}