{"id":"https://openalex.org/W3034514468","doi":"https://doi.org/10.1007/s00357-020-09369-y","title":"Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering","display_name":"Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering","publication_year":2020,"publication_date":"2020-07-11","ids":{"openalex":"https://openalex.org/W3034514468","doi":"https://doi.org/10.1007/s00357-020-09369-y","mag":"3034514468"},"language":"en","primary_location":{"id":"doi:10.1007/s00357-020-09369-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00357-020-09369-y","pdf_url":null,"source":{"id":"https://openalex.org/S73028643","display_name":"Journal of Classification","issn_l":"0176-4268","issn":["0176-4268","1432-1343"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Classification","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/A5025879237","display_name":"Christophe Biernacki","orcid":"https://orcid.org/0000-0002-8995-0568"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210145948","display_name":"Laboratoire Paul Painlev\u00e9","ror":"https://ror.org/043n4fm24","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4210141950","https://openalex.org/I4210145948"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210151406","display_name":"Laboratoire de Physique des Plasmas","ror":"https://ror.org/05c95bg36","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I2746051580","https://openalex.org/I277688954","https://openalex.org/I2800004676","https://openalex.org/I39804081","https://openalex.org/I4210095849","https://openalex.org/I4210145102","https://openalex.org/I4210151406"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Christophe Biernacki","raw_affiliation_strings":["Inria, Universit\u00e9 de Lille, CNRS - Laboratoire de math\u00e9matiques Painlev\u00e9, Villeneuve d\u2019Ascq, France","LPP - Laboratoire Paul Painlev\u00e9 - UMR 8524 (Universit\u00e9 de Lille - Sciences et technologies - U.F.R. de Math\u00e9matiques - 59655 Villeneuve d'Ascq Cedex - France)"],"affiliations":[{"raw_affiliation_string":"Inria, Universit\u00e9 de Lille, CNRS - Laboratoire de math\u00e9matiques Painlev\u00e9, Villeneuve d\u2019Ascq, France","institution_ids":["https://openalex.org/I4210145948","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LPP - Laboratoire Paul Painlev\u00e9 - UMR 8524 (Universit\u00e9 de Lille - Sciences et technologies - U.F.R. de Math\u00e9matiques - 59655 Villeneuve d'Ascq Cedex - France)","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210145948","https://openalex.org/I4210151406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084107754","display_name":"Matthieu Marbac","orcid":"https://orcid.org/0000-0001-9375-9160"},"institutions":[{"id":"https://openalex.org/I4210137396","display_name":"Centre de Recherche en \u00c9conomie et Statistique","ror":"https://ror.org/0449khs19","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210108488","https://openalex.org/I4210108488","https://openalex.org/I4210137396","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210150854","https://openalex.org/I84009706"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I84009706","display_name":"ENSAE Paris","ror":"https://ror.org/01fz7mn40","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210108488","https://openalex.org/I4210145102","https://openalex.org/I84009706"]},{"id":"https://openalex.org/I4210094214","display_name":"\u00c9cole Nationale de la Statistique et de l'Analyse de l'Information","ror":"https://ror.org/00k206f19","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210094214","https://openalex.org/I4210108488"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Matthieu Marbac","raw_affiliation_strings":["Univ. Rennes, Ensai, CNRS, CREST - UMR 9194, 35000, Rennes, France","ENSAI - Ecole Nationale de la Statistique et de l'Analyse de l'Information [Bruz] (Campus de Ker-Lann \r\nRue Blaise Pascal \r\nBP 37203 \r\n35172 BRUZ cedex - France)"],"affiliations":[{"raw_affiliation_string":"Univ. Rennes, Ensai, CNRS, CREST - UMR 9194, 35000, Rennes, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I4210137396","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ENSAI - Ecole Nationale de la Statistique et de l'Analyse de l'Information [Bruz] (Campus de Ker-Lann \r\nRue Blaise Pascal \r\nBP 37203 \r\n35172 BRUZ cedex - France)","institution_ids":["https://openalex.org/I84009706","https://openalex.org/I4210094214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076662844","display_name":"Vincent Vandewalle","orcid":"https://orcid.org/0000-0003-2946-9059"},"institutions":[{"id":"https://openalex.org/I4387155751","display_name":"Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales","ror":"https://ror.org/01qygwc68","country_code":null,"type":"facility","lineage":["https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387155751"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Vandewalle","raw_affiliation_strings":["Inria, Universit\u00e9 de Lille - ULR 2694 Equipe Metrics, Lille, France","METRICS - Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales - ULR 2694 (1, place de Verdun 59045 - Lille cedex - France)","MODAL - MOdel for Data Analysis and Learning (France)"],"affiliations":[{"raw_affiliation_string":"Inria, Universit\u00e9 de Lille - ULR 2694 Equipe Metrics, Lille, France","institution_ids":["https://openalex.org/I2279609970"]},{"raw_affiliation_string":"METRICS - Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales - ULR 2694 (1, place de Verdun 59045 - Lille cedex - France)","institution_ids":["https://openalex.org/I4387155751"]},{"raw_affiliation_string":"MODAL - MOdel for Data Analysis and Learning (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025879237"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210145948","https://openalex.org/I4210151406"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.4115,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.68966449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"38","issue":"1","first_page":"129","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9980999827384949,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9980999827384949,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9909999966621399,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9775999784469604,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8298083543777466},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.782365620136261},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.6686398386955261},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.612136721611023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5822298526763916},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.45953986048698425},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45865368843078613},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.45550277829170227},{"id":"https://openalex.org/keywords/gaussian-network-model","display_name":"Gaussian network model","score":0.4140712022781372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38911324739456177},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37826240062713623},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14381256699562073},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1425853669643402}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8298083543777466},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.782365620136261},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6686398386955261},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.612136721611023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5822298526763916},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.45953986048698425},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45865368843078613},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.45550277829170227},{"id":"https://openalex.org/C166550679","wikidata":"https://www.wikidata.org/wiki/Q263400","display_name":"Gaussian network model","level":3,"score":0.4140712022781372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38911324739456177},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37826240062713623},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14381256699562073},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1425853669643402},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00357-020-09369-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00357-020-09369-y","pdf_url":null,"source":{"id":"https://openalex.org/S73028643","display_name":"Journal of Classification","issn_l":"0176-4268","issn":["0176-4268","1432-1343"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Classification","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01949155v3","is_oa":false,"landing_page_url":"https://hal.science/hal-01949155","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Classification, 2020, ⟨10.1007/s00357-020-09369-y⟩","raw_type":"Journal articles"},{"id":"pmh:oai:RePEc:spr:jclass:v:38:y:2021:i:1:d:10.1007_s00357-020-09369-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00357-020-09369-y","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W629278618","https://openalex.org/W749220623","https://openalex.org/W1007681453","https://openalex.org/W1508853606","https://openalex.org/W1518671722","https://openalex.org/W1579271636","https://openalex.org/W1607071244","https://openalex.org/W1826795462","https://openalex.org/W1850108541","https://openalex.org/W1908991523","https://openalex.org/W1966469525","https://openalex.org/W1973247608","https://openalex.org/W1975120776","https://openalex.org/W1980447529","https://openalex.org/W1988074911","https://openalex.org/W1990369652","https://openalex.org/W1991278573","https://openalex.org/W1995767386","https://openalex.org/W1996582980","https://openalex.org/W2001619934","https://openalex.org/W2008572537","https://openalex.org/W2030075579","https://openalex.org/W2043246077","https://openalex.org/W2044385897","https://openalex.org/W2047201701","https://openalex.org/W2049633694","https://openalex.org/W2050850754","https://openalex.org/W2054880594","https://openalex.org/W2060138232","https://openalex.org/W2065897728","https://openalex.org/W2069022975","https://openalex.org/W2082503527","https://openalex.org/W2100056901","https://openalex.org/W2107636931","https://openalex.org/W2109820980","https://openalex.org/W2110802877","https://openalex.org/W2115881827","https://openalex.org/W2125328011","https://openalex.org/W2126430683","https://openalex.org/W2132352144","https://openalex.org/W2133000564","https://openalex.org/W2133095386","https://openalex.org/W2152904625","https://openalex.org/W2153947402","https://openalex.org/W2160555827","https://openalex.org/W2161349318","https://openalex.org/W2161658135","https://openalex.org/W2165240856","https://openalex.org/W2168175751","https://openalex.org/W2224746910","https://openalex.org/W2353061623","https://openalex.org/W2499534215","https://openalex.org/W2519132385","https://openalex.org/W2524681876","https://openalex.org/W2600424344","https://openalex.org/W3022351671","https://openalex.org/W3098291400","https://openalex.org/W3101087186","https://openalex.org/W3101931750","https://openalex.org/W3103455770","https://openalex.org/W3175512496","https://openalex.org/W4252316495","https://openalex.org/W4292156489","https://openalex.org/W4300882602","https://openalex.org/W6634685263"],"related_works":["https://openalex.org/W1578916557","https://openalex.org/W4295035285","https://openalex.org/W2350507978","https://openalex.org/W2365475731","https://openalex.org/W2016260880","https://openalex.org/W2122170741","https://openalex.org/W2073372811","https://openalex.org/W2386291451","https://openalex.org/W2008969177","https://openalex.org/W3162483426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}