{"id":"https://openalex.org/W2053906871","doi":"https://doi.org/10.1007/s11222-008-9073-z","title":"Gaussian Regularized Sliced Inverse Regression","display_name":"Gaussian Regularized Sliced Inverse Regression","publication_year":2008,"publication_date":"2008-06-19","ids":{"openalex":"https://openalex.org/W2053906871","doi":"https://doi.org/10.1007/s11222-008-9073-z","mag":"2053906871"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-008-9073-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-008-9073-z","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/inria-00180458","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078024544","display_name":"Caroline Bernard-Michel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Caroline Bernard-Michel","raw_affiliation_strings":["Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Inovall\u00e9e, 655, av. de l\u2019Europe, Montbonnot, 38334, Saint-Ismier cedex, France","Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Saint-Ismier cedex, France 38334#TAB#"],"affiliations":[{"raw_affiliation_string":"Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Inovall\u00e9e, 655, av. de l\u2019Europe, Montbonnot, 38334, Saint-Ismier cedex, France","institution_ids":["https://openalex.org/I4210149092","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Saint-Ismier cedex, France 38334#TAB#","institution_ids":["https://openalex.org/I4210149092","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039154733","display_name":"Laurent Gard\u00e8s","orcid":"https://orcid.org/0000-0002-6293-7208"},"institutions":[{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Gardes","raw_affiliation_strings":["Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Inovall\u00e9e, 655, av. de l\u2019Europe, Montbonnot, 38334, Saint-Ismier cedex, France","Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Saint-Ismier cedex, France 38334#TAB#"],"affiliations":[{"raw_affiliation_string":"Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Inovall\u00e9e, 655, av. de l\u2019Europe, Montbonnot, 38334, Saint-Ismier cedex, France","institution_ids":["https://openalex.org/I4210149092","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Saint-Ismier cedex, France 38334#TAB#","institution_ids":["https://openalex.org/I4210149092","https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024005264","display_name":"St\u00e9phane Girard","orcid":"https://orcid.org/0000-0003-0098-2369"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Girard","raw_affiliation_strings":["Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Inovall\u00e9e, 655, av. de l\u2019Europe, Montbonnot, 38334, Saint-Ismier cedex, France","Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Saint-Ismier cedex, France 38334#TAB#"],"affiliations":[{"raw_affiliation_string":"Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Inovall\u00e9e, 655, av. de l\u2019Europe, Montbonnot, 38334, Saint-Ismier cedex, France","institution_ids":["https://openalex.org/I4210149092","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Laboratoire Jean-Kuntzmann & INRIA Rh\u00f4ne-Alpes, Team Mistis, Saint-Ismier cedex, France 38334#TAB#","institution_ids":["https://openalex.org/I4210149092","https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078024544"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210149092"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":3.8844,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.92720857,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":"1","first_page":"85","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9592999815940857,"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/sliced-inverse-regression","display_name":"Sliced inverse regression","score":0.8187173008918762},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7068927884101868},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.5972713828086853},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.5680772066116333},{"id":"https://openalex.org/keywords/sufficient-dimension-reduction","display_name":"Sufficient dimension reduction","score":0.5454277992248535},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4873383939266205},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.4708057641983032},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.46621495485305786},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.45026448369026184},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.449209988117218},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.44567325711250305},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.43758082389831543},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40463197231292725},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3722743093967438},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3449912667274475},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.29862457513809204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.25849083065986633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2507113814353943}],"concepts":[{"id":"https://openalex.org/C41341539","wikidata":"https://www.wikidata.org/wiki/Q7540242","display_name":"Sliced inverse regression","level":3,"score":0.8187173008918762},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7068927884101868},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.5972713828086853},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5680772066116333},{"id":"https://openalex.org/C27931671","wikidata":"https://www.wikidata.org/wiki/Q7634497","display_name":"Sufficient dimension reduction","level":3,"score":0.5454277992248535},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4873383939266205},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.4708057641983032},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.46621495485305786},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.45026448369026184},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.449209988117218},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.44567325711250305},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.43758082389831543},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40463197231292725},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3722743093967438},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3449912667274475},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.29862457513809204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25849083065986633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2507113814353943},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11222-008-9073-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-008-9073-z","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.422.5625","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.422.5625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal.inria.fr/docs/00/81/68/82/PDF/sir_regul5.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.770.1","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.770.1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1103.6118.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:inria-00180458v3","is_oa":true,"landing_page_url":"https://inria.hal.science/inria-00180458","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Statistics and Computing, 2009, 19 (1), pp.85-98. ⟨10.1007/s11222-008-9073-z⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:inria-00180458v3","is_oa":true,"landing_page_url":"https://inria.hal.science/inria-00180458","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Statistics and Computing, 2009, 19 (1), pp.85-98. ⟨10.1007/s11222-008-9073-z⟩","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W68332663","https://openalex.org/W105626542","https://openalex.org/W134297298","https://openalex.org/W1563088657","https://openalex.org/W1603089069","https://openalex.org/W1603452536","https://openalex.org/W1973167793","https://openalex.org/W1993863148","https://openalex.org/W1995023148","https://openalex.org/W1995181408","https://openalex.org/W1998167131","https://openalex.org/W1999663487","https://openalex.org/W2020451490","https://openalex.org/W2031647880","https://openalex.org/W2034562813","https://openalex.org/W2046649434","https://openalex.org/W2068415701","https://openalex.org/W2068752849","https://openalex.org/W2074423218","https://openalex.org/W2076857046","https://openalex.org/W2076944607","https://openalex.org/W2084293854","https://openalex.org/W2099427332","https://openalex.org/W2114424556","https://openalex.org/W2119021772","https://openalex.org/W2124813964","https://openalex.org/W2145781461","https://openalex.org/W2163490846","https://openalex.org/W2164615605","https://openalex.org/W2188514221","https://openalex.org/W2500333614","https://openalex.org/W2502759836","https://openalex.org/W2525054043","https://openalex.org/W3102927666","https://openalex.org/W4213170682","https://openalex.org/W4300025484"],"related_works":["https://openalex.org/W2085143070","https://openalex.org/W3124124158","https://openalex.org/W2050083787","https://openalex.org/W2072320681","https://openalex.org/W4306773601","https://openalex.org/W1703658160","https://openalex.org/W2033604686","https://openalex.org/W2761557725","https://openalex.org/W2029857725","https://openalex.org/W2951228818"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}