{"id":"https://openalex.org/W2583467683","doi":"https://doi.org/10.1007/978-3-319-53375-9_5","title":"Approximate Inference in Related Multi-output Gaussian Process Regression","display_name":"Approximate Inference in Related Multi-output Gaussian Process Regression","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2583467683","doi":"https://doi.org/10.1007/978-3-319-53375-9_5","mag":"2583467683"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-53375-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-53375-9_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004322589","display_name":"Ankit Chiplunkar","orcid":null},"institutions":[{"id":"https://openalex.org/I112991645","display_name":"Airbus (France)","ror":"https://ror.org/023qdcg29","country_code":"FR","type":"company","lineage":["https://openalex.org/I112991645","https://openalex.org/I4210121748"]},{"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/I4210130254","display_name":"Institut Cl\u00e9ment Ader","ror":"https://ror.org/040smqw14","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205703379","https://openalex.org/I4210091876","https://openalex.org/I4210130254","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ankit Chiplunkar","raw_affiliation_strings":["Airbus Operations S.A.S., 31060, Toulouse, France","Universit\u00e9 de Toulouse, CNRS, ISAE-SUPAERO, Institut Cl\u00e9ment Ader (ICA), 31077, Toulouse Cedex 4, France","Airbus Defence and Space [Toulouse] (Airbus Defence and Space SAS\r\n31 rue des Cosmonautes\r\nZ.I. du Palays\r\n31402 Toulouse Cedex 4 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Airbus Operations S.A.S., 31060, Toulouse, France","institution_ids":["https://openalex.org/I112991645"]},{"raw_affiliation_string":"Universit\u00e9 de Toulouse, CNRS, ISAE-SUPAERO, Institut Cl\u00e9ment Ader (ICA), 31077, Toulouse Cedex 4, France","institution_ids":["https://openalex.org/I4210130254","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Airbus Defence and Space [Toulouse] (Airbus Defence and Space SAS\r\n31 rue des Cosmonautes\r\nZ.I. du Palays\r\n31402 Toulouse Cedex 4 - France)","institution_ids":["https://openalex.org/I112991645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049708660","display_name":"Emmanuel Rachelson","orcid":"https://orcid.org/0000-0002-8559-1617"},"institutions":[{"id":"https://openalex.org/I4210139096","display_name":"National Higher French Institute of Aeronautics and Space","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210139096"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Rachelson","raw_affiliation_strings":["ISAE-Supaero, D\u00e9partement d\u2019Ing\u00e9nierie des Syst\u00e8mes Complexes (DISC), 31055, Toulouse, France","DISC - D\u00e9partement d'Ing\u00e9nierie des Syst\u00e8mes Complexes (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISAE-Supaero, D\u00e9partement d\u2019Ing\u00e9nierie des Syst\u00e8mes Complexes (DISC), 31055, Toulouse, France","institution_ids":["https://openalex.org/I4210139096"]},{"raw_affiliation_string":"DISC - D\u00e9partement d'Ing\u00e9nierie des Syst\u00e8mes Complexes (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110470864","display_name":"Michele Colombo","orcid":null},"institutions":[{"id":"https://openalex.org/I112991645","display_name":"Airbus (France)","ror":"https://ror.org/023qdcg29","country_code":"FR","type":"company","lineage":["https://openalex.org/I112991645","https://openalex.org/I4210121748"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michele Colombo","raw_affiliation_strings":["Airbus Operations S.A.S., 31060, Toulouse, France","Airbus Defence and Space [Toulouse] (Airbus Defence and Space SAS\r\n31 rue des Cosmonautes\r\nZ.I. du Palays\r\n31402 Toulouse Cedex 4 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Airbus Operations S.A.S., 31060, Toulouse, France","institution_ids":["https://openalex.org/I112991645"]},{"raw_affiliation_string":"Airbus Defence and Space [Toulouse] (Airbus Defence and Space SAS\r\n31 rue des Cosmonautes\r\nZ.I. du Palays\r\n31402 Toulouse Cedex 4 - France)","institution_ids":["https://openalex.org/I112991645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005187572","display_name":"Joseph Morlier","orcid":"https://orcid.org/0000-0002-1511-2086"},"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/I4210130254","display_name":"Institut Cl\u00e9ment Ader","ror":"https://ror.org/040smqw14","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205703379","https://openalex.org/I4210091876","https://openalex.org/I4210130254","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210139096","display_name":"National Higher French Institute of Aeronautics and Space","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210139096"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Joseph Morlier","raw_affiliation_strings":["ISAE-Supaero, D\u00e9partement d\u2019Ing\u00e9nierie des Syst\u00e8mes Complexes (DISC), 31055, Toulouse, France","Universit\u00e9 de Toulouse, CNRS, ISAE-SUPAERO, Institut Cl\u00e9ment Ader (ICA), 31077, Toulouse Cedex 4, France","ICA - Institut Cl\u00e9ment Ader (ESPACE CLEMENT ADER - Toulouse Montaudran Aerospace\r\n3 rue Caroline Aigle\r\n31400 Toulouse CEDEX 04\r\n - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISAE-Supaero, D\u00e9partement d\u2019Ing\u00e9nierie des Syst\u00e8mes Complexes (DISC), 31055, Toulouse, France","institution_ids":["https://openalex.org/I4210139096"]},{"raw_affiliation_string":"Universit\u00e9 de Toulouse, CNRS, ISAE-SUPAERO, Institut Cl\u00e9ment Ader (ICA), 31077, Toulouse Cedex 4, France","institution_ids":["https://openalex.org/I4210130254","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ICA - Institut Cl\u00e9ment Ader (ESPACE CLEMENT ADER - Toulouse Montaudran Aerospace\r\n3 rue Caroline Aigle\r\n31400 Toulouse CEDEX 04\r\n - France)","institution_ids":["https://openalex.org/I4210130254"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8476,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73811821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9998999834060669,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9998999834060669,"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/T11236","display_name":"Control Systems and Identification","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.7460713982582092},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.7265921831130981},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7194621562957764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6986082196235657},{"id":"https://openalex.org/keywords/covariance-function","display_name":"Covariance function","score":0.6698502898216248},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6556743383407593},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4734237492084503},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4677811861038208},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.467746764421463},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.4541272222995758},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4379575252532959},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41416236758232117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3799706995487213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3235497772693634},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3060172498226166},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.277974009513855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2727590501308441},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16862699389457703}],"concepts":[{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.7460713982582092},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.7265921831130981},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7194621562957764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6986082196235657},{"id":"https://openalex.org/C137250428","wikidata":"https://www.wikidata.org/wiki/Q5178897","display_name":"Covariance function","level":3,"score":0.6698502898216248},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6556743383407593},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4734237492084503},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4677811861038208},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.467746764421463},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.4541272222995758},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4379575252532959},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41416236758232117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3799706995487213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3235497772693634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3060172498226166},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.277974009513855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2727590501308441},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16862699389457703},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-53375-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-53375-9_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:oatao.univ-toulouse.fr:18000","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401987","display_name":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I17866349","host_organization_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","host_organization_lineage":["https://openalex.org/I17866349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:HAL:hal-01828689v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01828689","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":"Lecture Notes in Computer Science, 2017, pp.88-103. &#x27E8;10.1007/978-3-319-53375-9_5&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:oatao.univ-toulouse.fr:18000","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401987","display_name":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I17866349","host_organization_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","host_organization_lineage":["https://openalex.org/I17866349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W55912154","https://openalex.org/W136174036","https://openalex.org/W137285897","https://openalex.org/W164706946","https://openalex.org/W241901432","https://openalex.org/W2040726420","https://openalex.org/W2060696366","https://openalex.org/W2098626000","https://openalex.org/W2098949458","https://openalex.org/W2119595900","https://openalex.org/W2161336914","https://openalex.org/W2167986580","https://openalex.org/W2168464387","https://openalex.org/W2344925077","https://openalex.org/W2962906164","https://openalex.org/W2999905431","https://openalex.org/W4211049957","https://openalex.org/W6600960895"],"related_works":["https://openalex.org/W2386803684","https://openalex.org/W3178402891","https://openalex.org/W651058035","https://openalex.org/W143964308","https://openalex.org/W4300066510","https://openalex.org/W2056958800","https://openalex.org/W1971337326","https://openalex.org/W4311388919","https://openalex.org/W2060696366","https://openalex.org/W4213259725"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
