{"id":"https://openalex.org/W2940890707","doi":"https://doi.org/10.1007/s00521-019-04189-7","title":"Odds ratio function estimation using a generalized additive neural network","display_name":"Odds ratio function estimation using a generalized additive neural network","publication_year":2019,"publication_date":"2019-04-27","ids":{"openalex":"https://openalex.org/W2940890707","doi":"https://doi.org/10.1007/s00521-019-04189-7","mag":"2940890707"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-019-04189-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04189-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5102939812","display_name":"Carlos Geraldes","orcid":"https://orcid.org/0000-0002-1551-6531"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Carlos Br\u00e1s-Geraldes","raw_affiliation_strings":["Centro de Estat\u00edstica e de Aplica\u00e7\u00f5es da Universidade de Lisboa, Campo Grande, 1749-016, Lisbon, Portugal","NOVA Medical School, Faculdade de Ci\u00eancias M\u00e9dicas da UNL, Campo M\u00e1rtires da P\u00e1tria 130, 1169-056, Lisbon, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-1551-6531","affiliations":[{"raw_affiliation_string":"Centro de Estat\u00edstica e de Aplica\u00e7\u00f5es da Universidade de Lisboa, Campo Grande, 1749-016, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"NOVA Medical School, Faculdade de Ci\u00eancias M\u00e9dicas da UNL, Campo M\u00e1rtires da P\u00e1tria 130, 1169-056, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028482148","display_name":"Ana Lu\u00edsa Papoila","orcid":"https://orcid.org/0000-0002-2918-8364"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Papoila","raw_affiliation_strings":["Centro de Estat\u00edstica e de Aplica\u00e7\u00f5es da Universidade de Lisboa, Campo Grande, 1749-016, Lisbon, Portugal","NOVA Medical School, Faculdade de Ci\u00eancias M\u00e9dicas da UNL, Campo M\u00e1rtires da P\u00e1tria 130, 1169-056, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Estat\u00edstica e de Aplica\u00e7\u00f5es da Universidade de Lisboa, Campo Grande, 1749-016, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"NOVA Medical School, Faculdade de Ci\u00eancias M\u00e9dicas da UNL, Campo M\u00e1rtires da P\u00e1tria 130, 1169-056, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059247748","display_name":"Patr\u00edcia Xufre","orcid":"https://orcid.org/0000-0003-1089-141X"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Patricia Xufre","raw_affiliation_strings":["NOVA School of Business and Economics, Campus de Carcavelos, Rua da Holanda, n.1, 2775-405, Carcavelos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOVA School of Business and Economics, Campus de Carcavelos, Rua da Holanda, n.1, 2775-405, Carcavelos, Portugal","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102939812"],"corresponding_institution_ids":["https://openalex.org/I141596103","https://openalex.org/I83558840"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.2892,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.65210635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"32","issue":"8","first_page":"3459","last_page":"3474"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9986000061035156,"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":0.9986000061035156,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9696999788284302,"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/interpretability","display_name":"Interpretability","score":0.8953272104263306},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.69366854429245},{"id":"https://openalex.org/keywords/generalized-additive-model","display_name":"Generalized additive model","score":0.6929468512535095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6145180463790894},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5657645463943481},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5282632112503052},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5154393911361694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4880563020706177},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4519228935241699},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.42536091804504395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3881187438964844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30374976992607117}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8953272104263306},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.69366854429245},{"id":"https://openalex.org/C194648359","wikidata":"https://www.wikidata.org/wiki/Q3318054","display_name":"Generalized additive model","level":2,"score":0.6929468512535095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6145180463790894},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5657645463943481},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5282632112503052},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5154393911361694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4880563020706177},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4519228935241699},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.42536091804504395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3881187438964844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30374976992607117},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-019-04189-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04189-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W38738400","https://openalex.org/W198586230","https://openalex.org/W1554663460","https://openalex.org/W1572739102","https://openalex.org/W1968835864","https://openalex.org/W1979513533","https://openalex.org/W1991011977","https://openalex.org/W1995945562","https://openalex.org/W1997927050","https://openalex.org/W2008769302","https://openalex.org/W2028070629","https://openalex.org/W2046600124","https://openalex.org/W2058815839","https://openalex.org/W2108382246","https://openalex.org/W2115299933","https://openalex.org/W2118632666","https://openalex.org/W2119910794","https://openalex.org/W2121394390","https://openalex.org/W2143908786","https://openalex.org/W2168175751","https://openalex.org/W2170686170","https://openalex.org/W2280037625","https://openalex.org/W2329094530","https://openalex.org/W2496780187","https://openalex.org/W2729601249","https://openalex.org/W2805928711","https://openalex.org/W2915240685","https://openalex.org/W3184676265","https://openalex.org/W4212774754","https://openalex.org/W4230211598","https://openalex.org/W4241170344","https://openalex.org/W4298870098","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W4386977970","https://openalex.org/W4377371633","https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W2612312797","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4321480839","https://openalex.org/W4286643620","https://openalex.org/W4387048144"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
