{"id":"https://openalex.org/W166221275","doi":"https://doi.org/10.1007/978-3-642-40020-9_75","title":"Learning General Gaussian Kernel Hyperparameters for SVR","display_name":"Learning General Gaussian Kernel Hyperparameters for SVR","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W166221275","doi":"https://doi.org/10.1007/978-3-642-40020-9_75","mag":"166221275"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-40020-9_75","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40020-9_75","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047285187","display_name":"Fahed Abdallah","orcid":"https://orcid.org/0000-0002-9485-6787"},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"F. Abdallah","raw_affiliation_strings":["BP 20529, 60205, Compi\u00e8gne, France","Compi\u00e8gne, France"],"affiliations":[{"raw_affiliation_string":"BP 20529, 60205, Compi\u00e8gne, France","institution_ids":["https://openalex.org/I102516824"]},{"raw_affiliation_string":"Compi\u00e8gne, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066400774","display_name":"Hichem Snoussi","orcid":"https://orcid.org/0000-0002-6563-2135"},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hichem Snoussi","raw_affiliation_strings":["Charles Delaunay Institute, UMR STMR 6279 CNRS, University of Technology of Troyes, 12, rue Marie Curie, 10010, France","Charles Delaunay Institute, UMR STMR 6279 CNRS, University of Technology of Troyes, France","UMR STMR 6279 CNRS, University of Technology of Troyes"],"affiliations":[{"raw_affiliation_string":"Charles Delaunay Institute, UMR STMR 6279 CNRS, University of Technology of Troyes, 12, rue Marie Curie, 10010, France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Charles Delaunay Institute, UMR STMR 6279 CNRS, University of Technology of Troyes, France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"UMR STMR 6279 CNRS, University of Technology of Troyes","institution_ids":["https://openalex.org/I140494188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105752741","display_name":"Hicham Laanaya","orcid":null},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"H. Laanaya","raw_affiliation_strings":["BP 20529, 60205, Compi\u00e8gne, France","Compi\u00e8gne, France"],"affiliations":[{"raw_affiliation_string":"BP 20529, 60205, Compi\u00e8gne, France","institution_ids":["https://openalex.org/I102516824"]},{"raw_affiliation_string":"Compi\u00e8gne, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087789216","display_name":"R\u00e9gis Lengelle","orcid":"https://orcid.org/0000-0002-3538-3799"},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R. Lengell\u00e9","raw_affiliation_strings":["Charles Delaunay Institute, UMR STMR 6279 CNRS, University of Technology of Troyes, 12, rue Marie Curie, 10010, France","Charles Delaunay Institute, UMR STMR 6279 CNRS, University of Technology of Troyes, France","UMR STMR 6279 CNRS, University of Technology of Troyes"],"affiliations":[{"raw_affiliation_string":"Charles Delaunay Institute, UMR STMR 6279 CNRS, University of Technology of Troyes, 12, rue Marie Curie, 10010, France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Charles Delaunay Institute, UMR STMR 6279 CNRS, University of Technology of Troyes, France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"UMR STMR 6279 CNRS, University of Technology of Troyes","institution_ids":["https://openalex.org/I140494188"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047285187"],"corresponding_institution_ids":["https://openalex.org/I102516824"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.10278824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"677","last_page":"684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9854999780654907,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9840999841690063,"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/hyperparameter","display_name":"Hyperparameter","score":0.9221627116203308},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6581364274024963},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6042967438697815},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.5985461473464966},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.5817911624908447},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.519779622554779},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5174520611763},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5174082517623901},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.49779534339904785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.44839656352996826},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.414531946182251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4085385203361511},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35453152656555176},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13311174511909485},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.09206193685531616},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.06345468759536743}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.9221627116203308},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6581364274024963},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6042967438697815},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.5985461473464966},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.5817911624908447},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.519779622554779},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5174520611763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5174082517623901},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.49779534339904785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44839656352996826},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.414531946182251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4085385203361511},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35453152656555176},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13311174511909485},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09206193685531616},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.06345468759536743},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-40020-9_75","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40020-9_75","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:HAL:hal-02861454v1","is_oa":false,"landing_page_url":"https://utt.hal.science/hal-02861454","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":"First International Geometric Science of Information Conference, GSI 2013, Aug 2013, Paris, France. pp.677-684, &#x27E8;10.1007/978-3-642-40020-9_75&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1482684349","https://openalex.org/W1573082642","https://openalex.org/W1804110266","https://openalex.org/W2004785362","https://openalex.org/W2023320048","https://openalex.org/W2082311728","https://openalex.org/W2090224109","https://openalex.org/W2113362355","https://openalex.org/W2145295623","https://openalex.org/W2148603752","https://openalex.org/W3104323038","https://openalex.org/W3120740533","https://openalex.org/W4205293427"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4389724018","https://openalex.org/W4318719684","https://openalex.org/W3183136280","https://openalex.org/W4318559728","https://openalex.org/W2775233965","https://openalex.org/W4312206232","https://openalex.org/W2975301014"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}
