{"id":"https://openalex.org/W2937947435","doi":"https://doi.org/10.1080/00207160.2019.1607842","title":"A genetic-ELM neural network computational method for diagnosis of the Parkinson disease gait dataset","display_name":"A genetic-ELM neural network computational method for diagnosis of the Parkinson disease gait dataset","publication_year":2019,"publication_date":"2019-04-15","ids":{"openalex":"https://openalex.org/W2937947435","doi":"https://doi.org/10.1080/00207160.2019.1607842","mag":"2937947435"},"language":"en","primary_location":{"id":"doi:10.1080/00207160.2019.1607842","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207160.2019.1607842","pdf_url":null,"source":{"id":"https://openalex.org/S124867444","display_name":"International Journal of Computer Mathematics","issn_l":"0020-7160","issn":["0020-7160","1026-7425","1029-0265"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Mathematics","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/A5110033553","display_name":"Abir Alharbi","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Abir Alharbi","raw_affiliation_strings":["Mathematics Department, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics Department, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5110033553"],"corresponding_institution_ids":["https://openalex.org/I28022161"],"apc_list":null,"apc_paid":null,"fwci":0.3159,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.68165415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"97","issue":"5","first_page":"1087","last_page":"1099"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9455999732017517,"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/T12676","display_name":"Machine Learning and ELM","score":0.9455999732017517,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9186999797821045,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.690067708492279},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6832615733146667},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.48775583505630493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45506712794303894},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.4550647437572479},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4454972743988037},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43593811988830566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3607562184333801},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34047597646713257},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32341331243515015},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2500380277633667},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09120732545852661}],"concepts":[{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.690067708492279},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6832615733146667},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.48775583505630493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45506712794303894},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.4550647437572479},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4454972743988037},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43593811988830566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3607562184333801},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34047597646713257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32341331243515015},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2500380277633667},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09120732545852661}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207160.2019.1607842","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207160.2019.1607842","pdf_url":null,"source":{"id":"https://openalex.org/S124867444","display_name":"International Journal of Computer Mathematics","issn_l":"0020-7160","issn":["0020-7160","1026-7425","1029-0265"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Mathematics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320335726","display_name":"Deanship of Scientific Research, King Saud University","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W622504660","https://openalex.org/W1500895378","https://openalex.org/W1523989055","https://openalex.org/W1545302199","https://openalex.org/W1555244713","https://openalex.org/W1967636686","https://openalex.org/W1975891294","https://openalex.org/W2014503804","https://openalex.org/W2021278861","https://openalex.org/W2022585279","https://openalex.org/W2026131661","https://openalex.org/W2030261930","https://openalex.org/W2036612060","https://openalex.org/W2039520076","https://openalex.org/W2054451473","https://openalex.org/W2075987325","https://openalex.org/W2077006998","https://openalex.org/W2077344880","https://openalex.org/W2078464941","https://openalex.org/W2089744082","https://openalex.org/W2097571405","https://openalex.org/W2098361586","https://openalex.org/W2103385178","https://openalex.org/W2104597806","https://openalex.org/W2111072639","https://openalex.org/W2121971770","https://openalex.org/W2125850518","https://openalex.org/W2138443306","https://openalex.org/W2138906212","https://openalex.org/W2145954079","https://openalex.org/W2157595416","https://openalex.org/W2264689927","https://openalex.org/W2301541953","https://openalex.org/W2547985817","https://openalex.org/W2587398995","https://openalex.org/W2594429093","https://openalex.org/W2626699190","https://openalex.org/W2907312980","https://openalex.org/W3023540311","https://openalex.org/W4244494905","https://openalex.org/W4250463709","https://openalex.org/W4299101042","https://openalex.org/W4301173492"],"related_works":["https://openalex.org/W2008860278","https://openalex.org/W2031771476","https://openalex.org/W2372415543","https://openalex.org/W1989734657","https://openalex.org/W2354205711","https://openalex.org/W2808717917","https://openalex.org/W3116106933","https://openalex.org/W2377292223","https://openalex.org/W4226004263","https://openalex.org/W2366584243"],"abstract_inverted_index":{"A":[0],"hybrid":[1,107],"computational":[2],"method":[3],"based":[4,74],"on":[5,75],"the":[6,16,32,38,45,61,68,83,96,102,122,135],"extreme":[7],"learning":[8],"machine":[9],"(ELM)":[10],"neural":[11,58],"network":[12,59],"for":[13,21,60,67],"classification":[14,62],"and":[15,43,128],"evolutionary":[17],"genetic":[18],"algorithms":[19],"(GA)":[20],"feature":[22,33],"selection":[23],"is":[24,35,52,79,87],"presented":[25],"in":[26,40,95,121],"this":[27,41],"paper.":[28],"The":[29,50],"dimension":[30],"of":[31,70,115],"space":[34],"reduced":[36],"by":[37,81],"GA":[39],"scheme":[42],"only":[44],"appointed":[46],"features":[47,132],"are":[48],"selected.":[49],"data":[51,77],"then":[53],"passed":[54],"to":[55,101],"an":[56,112],"ELM":[57],"phase.":[63],"An":[64],"automated":[65],"system":[66],"diagnosis":[69,114],"Parkinson\u2019s":[71],"Disease":[72],"(PD)":[73],"gait":[76,103,123],"set":[78],"proposed":[80],"using":[82],"GA-ELM":[84,108],"method.":[85],"PD":[86,116],"a":[88],"neurodegenerative":[89],"disease":[90],"that":[91,133],"may":[92],"cause":[93],"change":[94],"central":[97],"nervous":[98],"causing":[99],"disturbance":[100],"cycle":[104],"duration.":[105],"Our":[106],"algorithm":[109],"has":[110],"produced":[111],"optimized":[113],"from":[117],"healthy":[118],"subjects":[119],"given":[120],"dataset":[124,137],"with":[125,129],"accuracy":[126],"93.5%,":[127],"five":[130],"effective":[131],"reduce":[134],"original":[136],"dimension.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}