{"id":"https://openalex.org/W4414678606","doi":"https://doi.org/10.1007/s00521-025-11622-7","title":"Multimodal data analysis-based neurological movement disorders prediction using U-PCA and 2D Cross-Chaotic Lemur optimization with Long Short-Term Memory","display_name":"Multimodal data analysis-based neurological movement disorders prediction using U-PCA and 2D Cross-Chaotic Lemur optimization with Long Short-Term Memory","publication_year":2025,"publication_date":"2025-09-30","ids":{"openalex":"https://openalex.org/W4414678606","doi":"https://doi.org/10.1007/s00521-025-11622-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-025-11622-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11622-7","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/A5005322682","display_name":"T.R. Lekhaa","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"T. R. Lekhaa","raw_affiliation_strings":["Department of Information Technology, SNS College of Technology, Coimbatore, India"],"raw_orcid":"https://orcid.org/0000-0002-4170-6806","affiliations":[{"raw_affiliation_string":"Department of Information Technology, SNS College of Technology, Coimbatore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028918215","display_name":"Manoj Kumar M V","orcid":null},"institutions":[{"id":"https://openalex.org/I55990551","display_name":"University of Wollongong in Dubai","ror":"https://ror.org/0447ajy94","country_code":"AE","type":"education","lineage":["https://openalex.org/I204824540","https://openalex.org/I55990551"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Manoj Kumar","raw_affiliation_strings":["School of Computer Science, University of Wollongong in Dubai, Dubai Knowledge Park, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Wollongong in Dubai, Dubai Knowledge Park, Dubai, UAE","institution_ids":["https://openalex.org/I55990551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110903058","display_name":"H. Gouda","orcid":null},"institutions":[{"id":"https://openalex.org/I55990551","display_name":"University of Wollongong in Dubai","ror":"https://ror.org/0447ajy94","country_code":"AE","type":"education","lineage":["https://openalex.org/I204824540","https://openalex.org/I55990551"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hazem Gouda","raw_affiliation_strings":["School of Engineering, University of Wollongong in Dubai, Dubai Knowledge Park, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Wollongong in Dubai, Dubai Knowledge Park, Dubai, UAE","institution_ids":["https://openalex.org/I55990551"]}]},{"author_position":"last","author":{"id":null,"display_name":"M. Bala Anand","orcid":null},"institutions":[{"id":"https://openalex.org/I12649496","display_name":"INTI International University","ror":"https://ror.org/03fj82m46","country_code":"MY","type":"education","lineage":["https://openalex.org/I12649496"]},{"id":"https://openalex.org/I4210164766","display_name":"Department of Science and Technology","ror":"https://ror.org/05tgxx705","country_code":"PH","type":"government","lineage":["https://openalex.org/I4210164766"]}],"countries":["MY","PH"],"is_corresponding":false,"raw_author_name":"M. Bala Anand","raw_affiliation_strings":["Department of Computer Science and Engineering, Tagore Institute of Engineering and Technology, Deviyakurichi, India","INTI International University, Nilai, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Tagore Institute of Engineering and Technology, Deviyakurichi, India","institution_ids":["https://openalex.org/I4210164766"]},{"raw_affiliation_string":"INTI International University, Nilai, Malaysia","institution_ids":["https://openalex.org/I12649496"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005322682"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37334271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":"31","first_page":"26225","last_page":"26247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6643000245094299},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.580299973487854},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5712000131607056},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5432000160217285},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5217999815940857},{"id":"https://openalex.org/keywords/movement-disorders","display_name":"Movement disorders","score":0.4555000066757202},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.4011000096797943},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.38760000467300415}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6643000245094299},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.630299985408783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6168000102043152},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.580299973487854},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5712000131607056},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5432000160217285},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5217999815940857},{"id":"https://openalex.org/C2778261627","wikidata":"https://www.wikidata.org/wiki/Q2608695","display_name":"Movement disorders","level":3,"score":0.4555000066757202},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.4011000096797943},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.38760000467300415},{"id":"https://openalex.org/C71176878","wikidata":"https://www.wikidata.org/wiki/Q17014987","display_name":"Functional principal component analysis","level":3,"score":0.35420000553131104},{"id":"https://openalex.org/C2994116697","wikidata":"https://www.wikidata.org/wiki/Q616667","display_name":"Mesial temporal lobe epilepsy","level":4,"score":0.33500000834465027},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3294000029563904},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30720001459121704},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C3019722297","wikidata":"https://www.wikidata.org/wiki/Q4440864","display_name":"High dimensional","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.27160000801086426},{"id":"https://openalex.org/C11940443","wikidata":"https://www.wikidata.org/wiki/Q16965645","display_name":"Slowness","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.2540000081062317},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-025-11622-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11622-7","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":32,"referenced_works":["https://openalex.org/W3037476094","https://openalex.org/W3085287851","https://openalex.org/W3093288840","https://openalex.org/W3102814955","https://openalex.org/W3107253611","https://openalex.org/W3126643490","https://openalex.org/W3133811448","https://openalex.org/W3135760902","https://openalex.org/W3136326363","https://openalex.org/W3153609538","https://openalex.org/W3157400911","https://openalex.org/W3163023869","https://openalex.org/W3163126732","https://openalex.org/W3163434915","https://openalex.org/W3172184997","https://openalex.org/W3172367793","https://openalex.org/W3173885468","https://openalex.org/W3177149152","https://openalex.org/W3177910916","https://openalex.org/W3185339245","https://openalex.org/W3192252093","https://openalex.org/W4211062662","https://openalex.org/W4226256732","https://openalex.org/W4226263121","https://openalex.org/W4280594356","https://openalex.org/W4281874728","https://openalex.org/W4319993755","https://openalex.org/W4377021614","https://openalex.org/W4377093389","https://openalex.org/W4396556397","https://openalex.org/W4400771101","https://openalex.org/W4401567005"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}