{"id":"https://openalex.org/W2913368940","doi":"https://doi.org/10.1007/978-3-030-13453-2_8","title":"Extending Support Vector Regression to Constraint Optimization: Application to the Reduction of Potentially Avoidable Hospitalizations","display_name":"Extending Support Vector Regression to Constraint Optimization: Application to the Reduction of Potentially Avoidable Hospitalizations","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2913368940","doi":"https://doi.org/10.1007/978-3-030-13453-2_8","mag":"2913368940"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-13453-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-13453-2_8","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/A5025388302","display_name":"Tu Ngo","orcid":"https://orcid.org/0000-0002-8909-7755"},"institutions":[{"id":"https://openalex.org/I4210093292","display_name":"Centre Hospitalier Universitaire de Montpellier","ror":"https://ror.org/00mthsf17","country_code":"FR","type":"funder","lineage":["https://openalex.org/I4210093292"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Tu Ngo","raw_affiliation_strings":["Economic Evaluation Unit, University Hospital of Montpellier, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economic Evaluation Unit, University Hospital of Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I4210093292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016621638","display_name":"V\u00e9ra Georgescu","orcid":"https://orcid.org/0000-0002-3778-7834"},"institutions":[{"id":"https://openalex.org/I4210093292","display_name":"Centre Hospitalier Universitaire de Montpellier","ror":"https://ror.org/00mthsf17","country_code":"FR","type":"funder","lineage":["https://openalex.org/I4210093292"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vera Georgescu","raw_affiliation_strings":["Economic Evaluation Unit, University Hospital of Montpellier, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economic Evaluation Unit, University Hospital of Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I4210093292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021737776","display_name":"Carmen Gervet","orcid":"https://orcid.org/0000-0002-8062-2808"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Carmen Gervet","raw_affiliation_strings":["Espace-Dev, University of Montpellier, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Espace-Dev, University of Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003036813","display_name":"Anne Laurent","orcid":"https://orcid.org/0000-0003-3708-6429"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4412460525"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne Laurent","raw_affiliation_strings":["LIRMM, University of Montpellier, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRMM, University of Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I4210101743","https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108211695","display_name":"Th\u00e9r\u00e8se Libourel","orcid":null},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Th\u00e9r\u00e8se Libourel","raw_affiliation_strings":["Espace-Dev, University of Montpellier, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Espace-Dev, University of Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I19894307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047333951","display_name":"Gr\u00e9goire Mercier","orcid":"https://orcid.org/0000-0001-5531-4515"},"institutions":[{"id":"https://openalex.org/I4210093292","display_name":"Centre Hospitalier Universitaire de Montpellier","ror":"https://ror.org/00mthsf17","country_code":"FR","type":"funder","lineage":["https://openalex.org/I4210093292"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gr\u00e9goire Mercier","raw_affiliation_strings":["Economic Evaluation Unit, University Hospital of Montpellier, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economic Evaluation Unit, University Hospital of Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I4210093292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5025388302"],"corresponding_institution_ids":["https://openalex.org/I4210093292"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0247508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11590","display_name":"Primary Care and Health Outcomes","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11590","display_name":"Primary Care and Health Outcomes","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.95169997215271,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8133885860443115},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6966952085494995},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6600767374038696},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4839501678943634},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4673747420310974},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36226826906204224},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34070366621017456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2960856556892395},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13282093405723572},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07204735279083252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8133885860443115},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6966952085494995},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6600767374038696},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4839501678943634},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4673747420310974},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36226826906204224},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34070366621017456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2960856556892395},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13282093405723572},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07204735279083252},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-13453-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-13453-2_8","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:lirmm-02054874v1","is_oa":false,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-02054874","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":"https://sites.google.com/site/ecmlpkddsogood2018/","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W56743589","https://openalex.org/W1963052136","https://openalex.org/W1964357740","https://openalex.org/W2033149259","https://openalex.org/W2041453485","https://openalex.org/W2045174083","https://openalex.org/W2099988998","https://openalex.org/W2102148524","https://openalex.org/W2119821739","https://openalex.org/W2125736403","https://openalex.org/W2190643855","https://openalex.org/W2778282559"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W1980100242"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}