{"id":"https://openalex.org/W2607668475","doi":"https://doi.org/10.1007/s00521-017-2976-x","title":"A novel logistic-NARX model as a classifier for dynamic binary classification","display_name":"A novel logistic-NARX model as a classifier for dynamic binary classification","publication_year":2017,"publication_date":"2017-04-27","ids":{"openalex":"https://openalex.org/W2607668475","doi":"https://doi.org/10.1007/s00521-017-2976-x","mag":"2607668475"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-017-2976-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-017-2976-x","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/A5043264983","display_name":"Jos\u00e9 Roberto Ayala Solares","orcid":"https://orcid.org/0000-0001-8322-6723"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jose Roberto Ayala Solares","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, Faculty of Engineering, The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, Faculty of Engineering, The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026841543","display_name":"Hua\u2010Liang Wei","orcid":"https://orcid.org/0000-0002-4704-7346"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hua-Liang Wei","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, Faculty of Engineering, The University of Sheffield, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0002-4704-7346","affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, Faculty of Engineering, The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105466125","display_name":"S.A. Billings","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Stephen A. Billings","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, Faculty of Engineering, The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, Faculty of Engineering, The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5026841543","https://openalex.org/A5105466125"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":2.7531,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.89809426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"31","issue":"1","first_page":"11","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9961000084877014,"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/nonlinear-autoregressive-exogenous-model","display_name":"Nonlinear autoregressive exogenous model","score":0.9245091676712036},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.7739908695220947},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6005157828330994},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.584520161151886},{"id":"https://openalex.org/keywords/collinearity","display_name":"Collinearity","score":0.5707792639732361},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5363326072692871},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5228691101074219},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5200580954551697},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5042251348495483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.499330997467041},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4521394968032837},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4358975291252136},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43481940031051636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3966888189315796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2772738039493561},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2367655336856842}],"concepts":[{"id":"https://openalex.org/C42536954","wikidata":"https://www.wikidata.org/wiki/Q7049462","display_name":"Nonlinear autoregressive exogenous model","level":3,"score":0.9245091676712036},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.7739908695220947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6005157828330994},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.584520161151886},{"id":"https://openalex.org/C106192678","wikidata":"https://www.wikidata.org/wiki/Q1419761","display_name":"Collinearity","level":2,"score":0.5707792639732361},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5363326072692871},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5228691101074219},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5200580954551697},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5042251348495483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.499330997467041},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4521394968032837},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4358975291252136},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43481940031051636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3966888189315796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2772738039493561},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2367655336856842},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-017-2976-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-017-2976-x","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"},{"id":"pmh:oai:eprints.whiterose.ac.uk:116081","is_oa":false,"landing_page_url":"https://eprints.whiterose.ac.uk/116081/7/Losistic_NARX_Model__-_Accepted_Manuscript__NCAA-D-16-01913_.pdf","pdf_url":"https://eprints.whiterose.ac.uk/116081/7/Losistic_NARX_Model__-_Accepted_Manuscript__NCAA-D-16-01913_.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4399999976158142,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2774719293","display_name":null,"funder_award_id":"637302","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G3868498110","display_name":null,"funder_award_id":"EP/I011056/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7721355391","display_name":null,"funder_award_id":"EP/H00453X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8495396123","display_name":"System Identification and Information Processing for Complex Systems","funder_award_id":"EP/H00453X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W142680400","https://openalex.org/W429766147","https://openalex.org/W570566252","https://openalex.org/W608005810","https://openalex.org/W764681898","https://openalex.org/W1173784407","https://openalex.org/W1485433433","https://openalex.org/W1508702903","https://openalex.org/W1603510704","https://openalex.org/W1849729440","https://openalex.org/W1900820545","https://openalex.org/W1975248852","https://openalex.org/W1975279341","https://openalex.org/W1978053056","https://openalex.org/W1984815740","https://openalex.org/W1995614965","https://openalex.org/W2002447872","https://openalex.org/W2003823268","https://openalex.org/W2006447203","https://openalex.org/W2007877462","https://openalex.org/W2014374971","https://openalex.org/W2015801280","https://openalex.org/W2025637389","https://openalex.org/W2026630724","https://openalex.org/W2029896475","https://openalex.org/W2042591969","https://openalex.org/W2044692866","https://openalex.org/W2051381803","https://openalex.org/W2055076627","https://openalex.org/W2065123596","https://openalex.org/W2068458829","https://openalex.org/W2078235875","https://openalex.org/W2079236053","https://openalex.org/W2083252561","https://openalex.org/W2091374557","https://openalex.org/W2092444199","https://openalex.org/W2092587625","https://openalex.org/W2098955183","https://openalex.org/W2099531242","https://openalex.org/W2102380305","https://openalex.org/W2111480264","https://openalex.org/W2115709314","https://openalex.org/W2117333423","https://openalex.org/W2118512402","https://openalex.org/W2122825543","https://openalex.org/W2129986954","https://openalex.org/W2134288234","https://openalex.org/W2145979309","https://openalex.org/W2148143831","https://openalex.org/W2148603752","https://openalex.org/W2165700458","https://openalex.org/W2167898623","https://openalex.org/W2298387385","https://openalex.org/W2487770199","https://openalex.org/W2585821407","https://openalex.org/W2588050207","https://openalex.org/W2595741664","https://openalex.org/W2911964244","https://openalex.org/W2913465992","https://openalex.org/W2996781520","https://openalex.org/W3106063097","https://openalex.org/W4252872793","https://openalex.org/W4254218124"],"related_works":["https://openalex.org/W2606910468","https://openalex.org/W3116827148","https://openalex.org/W3120843198","https://openalex.org/W2154965898","https://openalex.org/W2036704594","https://openalex.org/W4226315710","https://openalex.org/W3083782034","https://openalex.org/W4287185323","https://openalex.org/W2995801509","https://openalex.org/W2275178414"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}