{"id":"https://openalex.org/W2903333752","doi":"https://doi.org/10.1007/s11276-018-1893-y","title":"Optimization of public resources through an ensemble-learning model to measure quality perception in the social protection system in health of Mexico","display_name":"Optimization of public resources through an ensemble-learning model to measure quality perception in the social protection system in health of Mexico","publication_year":2018,"publication_date":"2018-11-29","ids":{"openalex":"https://openalex.org/W2903333752","doi":"https://doi.org/10.1007/s11276-018-1893-y","mag":"2903333752"},"language":"en","primary_location":{"id":"doi:10.1007/s11276-018-1893-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-018-1893-y","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"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":"Wireless Networks","raw_type":"journal-article"},"type":"article","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/A5015232630","display_name":"Rom\u00e1n Rodr\u00edguez-Aguilar","orcid":"https://orcid.org/0000-0002-6496-4453"},"institutions":[{"id":"https://openalex.org/I4210113355","display_name":"Universidad An\u00e1huac","ror":"https://ror.org/02z9t1k38","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210113355"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Roman Rodriguez-Aguilar","raw_affiliation_strings":["Faculty of Engineering, Universidad Anahuac Norte, Av. Universidad An\u00e1huac 46, Lomas An\u00e1huac, 52786, Naucalpan de Ju\u00e1rez, Mexico","Faculty of Engineering, Universidad Anahuac Norte, Naucalpan de Ju\u00e1rez, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-6496-4453","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad Anahuac Norte, Av. Universidad An\u00e1huac 46, Lomas An\u00e1huac, 52786, Naucalpan de Ju\u00e1rez, Mexico","institution_ids":["https://openalex.org/I4210113355"]},{"raw_affiliation_string":"Faculty of Engineering, Universidad Anahuac Norte, Naucalpan de Ju\u00e1rez, Mexico","institution_ids":["https://openalex.org/I4210113355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022253955","display_name":"Gustavo Rivera-Pe\u00f1a","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113355","display_name":"Universidad An\u00e1huac","ror":"https://ror.org/02z9t1k38","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210113355"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gustavo Rivera-Pe\u00f1a","raw_affiliation_strings":["Faculty of Business and Economics, Universidad Anahuac Norte, Av. Universidad An\u00e1huac 46, Lomas An\u00e1huac, Naucalpan de Ju\u00e1rez, Mexico","Faculty of Business and Economics, Universidad Anahuac Norte, Naucalpan de Ju\u00e1rez, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Business and Economics, Universidad Anahuac Norte, Av. Universidad An\u00e1huac 46, Lomas An\u00e1huac, Naucalpan de Ju\u00e1rez, Mexico","institution_ids":["https://openalex.org/I4210113355"]},{"raw_affiliation_string":"Faculty of Business and Economics, Universidad Anahuac Norte, Naucalpan de Ju\u00e1rez, Mexico","institution_ids":["https://openalex.org/I4210113355"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015232630"],"corresponding_institution_ids":["https://openalex.org/I4210113355"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.20993357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"26","issue":"7","first_page":"4777","last_page":"4787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11531","display_name":"Healthcare Systems and Reforms","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11531","display_name":"Healthcare Systems and Reforms","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11590","display_name":"Primary Care and Health Outcomes","score":0.9882000088691711,"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/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.983299970626831,"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/perception","display_name":"Perception","score":0.6359590888023376},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5885422825813293},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.5654222369194031},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5354971885681152},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.518604040145874},{"id":"https://openalex.org/keywords/service-quality","display_name":"Service quality","score":0.4979228973388672},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.456238716840744},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42323383688926697},{"id":"https://openalex.org/keywords/health-belief-model","display_name":"Health belief model","score":0.4106515049934387},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.36027342081069946},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.34001272916793823},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.33756643533706665},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2975146174430847},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24857747554779053},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.22968941926956177},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.2276500165462494},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20474779605865479},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16835683584213257},{"id":"https://openalex.org/keywords/health-education","display_name":"Health education","score":0.14254796504974365},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10730227828025818}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6359590888023376},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5885422825813293},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5654222369194031},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5354971885681152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.518604040145874},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.4979228973388672},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.456238716840744},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42323383688926697},{"id":"https://openalex.org/C1602351","wikidata":"https://www.wikidata.org/wiki/Q381370","display_name":"Health belief model","level":4,"score":0.4106515049934387},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.36027342081069946},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.34001272916793823},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.33756643533706665},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2975146174430847},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24857747554779053},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.22968941926956177},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2276500165462494},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20474779605865479},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16835683584213257},{"id":"https://openalex.org/C113807197","wikidata":"https://www.wikidata.org/wiki/Q60894","display_name":"Health education","level":3,"score":0.14254796504974365},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10730227828025818},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11276-018-1893-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-018-1893-y","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"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":"Wireless Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W38189499","https://openalex.org/W65130802","https://openalex.org/W100315761","https://openalex.org/W177667513","https://openalex.org/W288911075","https://openalex.org/W1527973570","https://openalex.org/W1559330557","https://openalex.org/W1683742771","https://openalex.org/W1991440931","https://openalex.org/W1996006080","https://openalex.org/W2140298724","https://openalex.org/W2141100432","https://openalex.org/W2425596709","https://openalex.org/W2460112555","https://openalex.org/W2908776405","https://openalex.org/W2991695160","https://openalex.org/W2994493575","https://openalex.org/W4403350172","https://openalex.org/W6600822019","https://openalex.org/W6601538079","https://openalex.org/W6631497589"],"related_works":["https://openalex.org/W2337346542","https://openalex.org/W2604155462","https://openalex.org/W2003134386","https://openalex.org/W2773232815","https://openalex.org/W2498352011","https://openalex.org/W2016566988","https://openalex.org/W2403926786","https://openalex.org/W2067284567","https://openalex.org/W2377100596","https://openalex.org/W2331955143"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}