{"id":"https://openalex.org/W2561304564","doi":"https://doi.org/10.1080/03610918.2019.1626880","title":"REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit","display_name":"REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit","publication_year":2019,"publication_date":"2019-06-16","ids":{"openalex":"https://openalex.org/W2561304564","doi":"https://doi.org/10.1080/03610918.2019.1626880","mag":"2561304564"},"language":"en","primary_location":{"id":"doi:10.1080/03610918.2019.1626880","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2019.1626880","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1612.06518","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048857636","display_name":"Daniel Fischer","orcid":"https://orcid.org/0000-0002-7513-683X"},"institutions":[{"id":"https://openalex.org/I3017910207","display_name":"Natural Resources Institute Finland","ror":"https://ror.org/02hb7bm88","country_code":"FI","type":"government","lineage":["https://openalex.org/I3017910207","https://openalex.org/I4210153464"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Daniel Fischer","raw_affiliation_strings":["Applied Statistical Methods, Natural Resources Institute Finland (Luke), Jokioinen, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Statistical Methods, Natural Resources Institute Finland (Luke), Jokioinen, Finland","institution_ids":["https://openalex.org/I3017910207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011783835","display_name":"Alain Berro","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alain Berro","raw_affiliation_strings":["Institut de Recherche en Informatique de Toulouse, University of Toulouse Capitole, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut de Recherche en Informatique de Toulouse, University of Toulouse Capitole, Toulouse, France","institution_ids":["https://openalex.org/I4210119061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073367627","display_name":"Klaus Nordhausen","orcid":"https://orcid.org/0000-0002-3758-8501"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Klaus Nordhausen","raw_affiliation_strings":["Institute of Statistics & Mathematical Methods in Economics, Vienna University of Technology, Wien, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Statistics & Mathematical Methods in Economics, Vienna University of Technology, Wien, Austria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064279117","display_name":"Anne Ruiz\u2010Gazen","orcid":"https://orcid.org/0000-0001-8970-8061"},"institutions":[{"id":"https://openalex.org/I4210092408","display_name":"Toulouse School of Economics","ror":"https://ror.org/00ff5f522","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210092408"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne Ruiz-Gazen","raw_affiliation_strings":["Toulouse School of Economics, University of Toulouse Capitole, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toulouse School of Economics, University of Toulouse Capitole, Toulouse, France","institution_ids":["https://openalex.org/I4210092408"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048857636"],"corresponding_institution_ids":["https://openalex.org/I3017910207"],"apc_list":null,"apc_paid":null,"fwci":0.6786,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69036449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"50","issue":"11","first_page":"3397","last_page":"3419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9204000234603882,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/projection-pursuit","display_name":"Projection pursuit","score":0.9383071064949036},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.8049545288085938},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.7479679584503174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7177435159683228},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6993587017059326},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.634005069732666},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6200868487358093},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6153858304023743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49063006043434143},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48338738083839417},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4725648760795593},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.4485173225402832},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26257675886154175},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2443585991859436},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.08509770035743713},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07096004486083984}],"concepts":[{"id":"https://openalex.org/C118038509","wikidata":"https://www.wikidata.org/wiki/Q382970","display_name":"Projection pursuit","level":2,"score":0.9383071064949036},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.8049545288085938},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.7479679584503174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7177435159683228},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6993587017059326},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.634005069732666},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6200868487358093},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6153858304023743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49063006043434143},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48338738083839417},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4725648760795593},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.4485173225402832},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26257675886154175},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2443585991859436},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.08509770035743713},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07096004486083984}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/03610918.2019.1626880","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2019.1626880","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1612.06518","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.06518","pdf_url":"https://arxiv.org/pdf/1612.06518","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:publications.ut-capitole.fr:46177","is_oa":true,"landing_page_url":"http://tse-fr.eu/pub/123083","pdf_url":"https://publications.ut-capitole.fr/id/eprint/46177/1/wp_tse_1001.pdf","source":{"id":"https://openalex.org/S4306401603","display_name":"Toulouse Capitole Publications (University Toulouse 1 Capitole)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3131550300","host_organization_name":"Universit\u00e9 Toulouse-I-Capitole","host_organization_lineage":["https://openalex.org/I3131550300"],"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":"Article"},{"id":"pmh:oai:HAL:hal-03548865v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03548865","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.tandfonline.com/doi/abs/10.1080/03610918.2019.1626880?journalCode=lssp20","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1612.06518","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.06518","pdf_url":"https://arxiv.org/pdf/1612.06518","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"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320366","display_name":"European Cooperation in Science and Technology","ror":"https://ror.org/01bstzn19"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1529576982","https://openalex.org/W1580875479","https://openalex.org/W1596790091","https://openalex.org/W1622307581","https://openalex.org/W1892081827","https://openalex.org/W1925612170","https://openalex.org/W1964724001","https://openalex.org/W1991169069","https://openalex.org/W2002738706","https://openalex.org/W2010263023","https://openalex.org/W2011654941","https://openalex.org/W2033403400","https://openalex.org/W2042292499","https://openalex.org/W2058824260","https://openalex.org/W2064141868","https://openalex.org/W2082612735","https://openalex.org/W2126137596","https://openalex.org/W2149915065","https://openalex.org/W2159613510","https://openalex.org/W2215345492","https://openalex.org/W2359984856","https://openalex.org/W2489799469","https://openalex.org/W2546850899","https://openalex.org/W2556432557","https://openalex.org/W3036041595","https://openalex.org/W3105265400","https://openalex.org/W4214922329","https://openalex.org/W4238957295","https://openalex.org/W6869427875","https://openalex.org/W6949152297"],"related_works":["https://openalex.org/W2472372988","https://openalex.org/W2359984957","https://openalex.org/W2352640762","https://openalex.org/W4253679632","https://openalex.org/W2788448464","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":{"The":[0,91],"R-package":[1],"REPPlab":[2,53],"is":[3,16,42,54,96],"designed":[4],"to":[5,22],"explore":[6],"multivariate":[7,32],"data":[8],"sets":[9],"using":[10,102],"one-dimensional":[11],"unsupervised":[12],"projection":[13,47,66],"pursuit.":[14],"It":[15,74],"useful":[17],"as":[18,26],"a":[19],"preprocessing":[20],"step":[21],"find":[23],"clusters":[24],"or":[25],"an":[27,55],"outlier":[28,89],"detection":[29],"tool":[30],"for":[31,58,79,88],"data.":[33,105],"Except":[34],"from":[35],"the":[36,59,83,94],"packages":[37],"tourr":[38],"and":[39,68,81,85,101],"rggobi,":[40],"there":[41],"no":[43],"implementation":[44],"of":[45,93],"exploratory":[46],"pursuit":[48],"tools":[49,78,87],"available":[50],"in":[51],"R.":[52],"R":[56],"interface":[57],"Java":[60],"program":[61],"EPP-lab":[62],"that":[63],"implements":[64],"four":[65],"indices":[67],"three":[69],"biologically":[70],"inspired":[71],"optimization":[72],"algorithms.":[73],"also":[75],"proposes":[76],"new":[77],"plotting":[80],"combining":[82],"results":[84],"specific":[86],"detection.":[90],"functionality":[92],"package":[95],"illustrated":[97],"through":[98],"some":[99,103],"simulations":[100],"real":[104]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-01-06T00:00:00"}