{"id":"https://openalex.org/W2124959221","doi":"https://doi.org/10.1007/978-3-642-10677-4_49","title":"Learning Gaussian Process Models from Uncertain Data","display_name":"Learning Gaussian Process Models from Uncertain Data","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2124959221","doi":"https://doi.org/10.1007/978-3-642-10677-4_49","mag":"2124959221"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-10677-4_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-10677-4_49","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":"conference-paper","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/A5047251447","display_name":"Patrick Dallaire","orcid":null},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Patrick Dallaire","raw_affiliation_strings":["DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada","DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada#TAB#","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028979453","display_name":"Camille Besse","orcid":"https://orcid.org/0000-0001-8404-9335"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Camille Besse","raw_affiliation_strings":["DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada","DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada#TAB#","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002976111","display_name":"Brahim Chaib-draa","orcid":"https://orcid.org/0000-0001-7615-5154"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Brahim Chaib-draa","raw_affiliation_strings":["DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada","DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"DAMAS Laboratory, Computer Science and Software Engineering Department, Laval University, Canada#TAB#","institution_ids":["https://openalex.org/I43406934"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43406934"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9748,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.75959424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"433","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9997000098228455,"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":0.9997000098228455,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9700000286102295,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9465000033378601,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8560788631439209},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.6459957957267761},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5386457443237305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4637741446495056},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3631209433078766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3335161805152893},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3126605451107025},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07697558403015137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8560788631439209},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.6459957957267761},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5386457443237305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4637741446495056},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3631209433078766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3335161805152893},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3126605451107025},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07697558403015137},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-10677-4_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-10677-4_49","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:CiteSeerX.psu:10.1.1.156.6130","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.6130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://damas.ift.ulaval.ca/publications/DallaireICONIP09.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6100000143051147,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1746819321","https://openalex.org/W1866403196","https://openalex.org/W2008229822","https://openalex.org/W2100206501","https://openalex.org/W2104533781","https://openalex.org/W2128221272","https://openalex.org/W2164273299","https://openalex.org/W2168318917","https://openalex.org/W2464224693","https://openalex.org/W2767905780","https://openalex.org/W2797508167","https://openalex.org/W4211049957"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W4390590544","https://openalex.org/W2096195258","https://openalex.org/W1964286703","https://openalex.org/W2169866437"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}