{"id":"https://openalex.org/W2155241396","doi":"https://doi.org/10.1109/hima.2011.5953958","title":"Permanent disability classification using hybrid neuro-logistic regression models","display_name":"Permanent disability classification using hybrid neuro-logistic regression models","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2155241396","doi":"https://doi.org/10.1109/hima.2011.5953958","mag":"2155241396"},"language":"en","primary_location":{"id":"doi:10.1109/hima.2011.5953958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hima.2011.5953958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Workshop On Hybrid Intelligent Models And Applications","raw_type":"proceedings-article"},"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/A5063964437","display_name":"Pedro Antonio Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-2657-776X"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro A. Gutierrez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, C\u00f3rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055557248","display_name":"Manuel Baena-Garc\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Baena-Garcia","raw_affiliation_strings":["Departamento de Lenguajes, Universidad de M\u00e1laga, Malaga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes, Universidad de M\u00e1laga, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021019887","display_name":"Rafael Morales-Bueno","orcid":null},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Morales-Bueno","raw_affiliation_strings":["Departamento de Lenguajes, Universidad de M\u00e1laga, Malaga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes, Universidad de M\u00e1laga, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086980043","display_name":"C\u00e9sar Herv\u00e1s\u2010Mart\u00ednez","orcid":"https://orcid.org/0000-0003-4564-1816"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cesar Hervas-Martinez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, C\u00f3rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21893642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9794999957084656,"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/T10320","display_name":"Neural Networks and Applications","score":0.9794999957084656,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9592000246047974,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9172000288963318,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.7644845247268677},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6478852033615112},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6026443243026733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5510138869285583},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.4864030182361603},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4698561429977417},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4390207529067993},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4238432049751282},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32492032647132874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1393006145954132},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12789228558540344}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.7644845247268677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6478852033615112},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6026443243026733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5510138869285583},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.4864030182361603},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4698561429977417},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4390207529067993},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4238432049751282},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32492032647132874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1393006145954132},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12789228558540344},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hima.2011.5953958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hima.2011.5953958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Workshop On Hybrid Intelligent Models And Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320326754","display_name":"Junta de Andaluc\u00eda","ror":"https://ror.org/01jem9c82"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W291003596","https://openalex.org/W1570448133","https://openalex.org/W1663973292","https://openalex.org/W1972539532","https://openalex.org/W1980290744","https://openalex.org/W1981039744","https://openalex.org/W2009086942","https://openalex.org/W2024046085","https://openalex.org/W2029499473","https://openalex.org/W2035535262","https://openalex.org/W2060992958","https://openalex.org/W2061202615","https://openalex.org/W2063223168","https://openalex.org/W2081070226","https://openalex.org/W2085232632","https://openalex.org/W2090901734","https://openalex.org/W2098380743","https://openalex.org/W2106393550","https://openalex.org/W2109527845","https://openalex.org/W2124290836","https://openalex.org/W2125121527","https://openalex.org/W2134514463","https://openalex.org/W2140714664","https://openalex.org/W2156128456","https://openalex.org/W2160220161","https://openalex.org/W2280006202","https://openalex.org/W2488399954","https://openalex.org/W2911964244","https://openalex.org/W2966207845","https://openalex.org/W3173138228","https://openalex.org/W6629510986","https://openalex.org/W6634094483","https://openalex.org/W6683239850"],"related_works":["https://openalex.org/W2379084545","https://openalex.org/W2129863591","https://openalex.org/W1794182708","https://openalex.org/W2133420660","https://openalex.org/W2365687337","https://openalex.org/W2387610815","https://openalex.org/W2358180351","https://openalex.org/W2392368077","https://openalex.org/W2365082216","https://openalex.org/W2393731464"],"abstract_inverted_index":{"The":[0,99],"social":[1],"security":[2],"administrations":[3],"have":[4],"to":[5,11,14,32,47,61,104],"evaluate":[6],"the":[7,33,52,80],"degree":[8],"of":[9,23,36,38,51,58,75,82],"disability":[10,39,59],"offer":[12],"compensation":[13],"those":[15],"workers":[16],"who":[17],"suffer":[18],"from":[19,27],"a":[20,70,83],"continuous":[21],"alteration":[22],"health":[24],"preventing":[25],"them":[26],"continuing":[28],"their":[29],"work.":[30],"Thanks":[31],"accurate":[34],"model":[35,72],"classification":[37,74],"presented":[40],"in":[41],"this":[42,66],"paper,":[43,67],"it":[44],"is":[45],"possible":[46],"obtain":[48],"an":[49,62],"approximation":[50],"expected":[53],"result":[54],"for":[55,73],"each":[56],"case":[57],"prior":[60],"individualized":[63],"evaluation.":[64],"In":[65],"we":[68],"introduce":[69],"novel":[71],"permanent":[76],"disability,":[77],"based":[78],"on":[79],"hybridization":[81],"standard":[84],"logistic":[85],"regression":[86],"with":[87],"Product":[88],"Unit":[89],"(PU)":[90],"neural":[91],"networks":[92],"and":[93,111],"Radial":[94],"Basis":[95],"Function":[96],"(RBF)":[97],"networks.":[98],"proposed":[100],"techniques":[101],"are":[102],"shown":[103],"perform":[105],"better":[106],"than":[107],"other":[108],"existing":[109],"Statistical":[110],"Artificial":[112],"Intelligence":[113],"methods.":[114]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
