{"id":"https://openalex.org/W4387482420","doi":"https://doi.org/10.1007/978-981-99-7108-4_21","title":"A Comprehensive Approach for\u00a0Enhancing Motor Imagery EEG Classification in\u00a0BCI\u2019s","display_name":"A Comprehensive Approach for\u00a0Enhancing Motor Imagery EEG Classification in\u00a0BCI\u2019s","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387482420","doi":"https://doi.org/10.1007/978-981-99-7108-4_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-7108-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7108-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5032840064","display_name":"Muhammad Tariq Sadiq","orcid":"https://orcid.org/0000-0002-7410-5951"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Muhammad Tariq Sadiq","raw_affiliation_strings":["Advanced Engineering Center, School of Architecture, Technology and Engineering, University of Brighton, Brighton, BN2 4AT, UK"],"raw_orcid":"https://orcid.org/0000-0002-7410-5951","affiliations":[{"raw_affiliation_string":"Advanced Engineering Center, School of Architecture, Technology and Engineering, University of Brighton, Brighton, BN2 4AT, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057305454","display_name":"Siuly Siuly","orcid":"https://orcid.org/0000-0003-2491-0546"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Siuly Siuly","raw_affiliation_strings":["Institute for Sustainable Industries and Liveable Cities, Victoria University, Melbourne, VIC, 3011, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries and Liveable Cities, Victoria University, Melbourne, VIC, 3011, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044875459","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-2054-2611"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["School of Mathematics Physics and Computing, University of Southern Queensland, Toowoomba Campus, Toowoomba, 4350, Australia","University of Southern Queensland, Darling Heights, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics Physics and Computing, University of Southern Queensland, Toowoomba Campus, Toowoomba, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"University of Southern Queensland, Darling Heights, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100725992","display_name":"Peng Wen","orcid":"https://orcid.org/0000-0003-0939-9145"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Paul Wen","raw_affiliation_strings":["School of Engineering, University of Southern Queensland, Toowoomba Campus, Toowoomba, 4350, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Southern Queensland, Toowoomba Campus, Toowoomba, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032840064"],"corresponding_institution_ids":["https://openalex.org/I71637028"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1727,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80239425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/motor-imagery","display_name":"Motor imagery","score":0.9559755325317383},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8648160696029663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7948473691940308},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6768746376037598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6049656271934509},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.44913944602012634},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4242316782474518},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.4236028790473938},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4228583574295044},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.422129362821579},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3599417805671692},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.101360023021698},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1011764407157898},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07576790452003479}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.9559755325317383},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8648160696029663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7948473691940308},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6768746376037598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6049656271934509},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.44913944602012634},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4242316782474518},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.4236028790473938},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4228583574295044},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.422129362821579},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3599417805671692},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.101360023021698},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1011764407157898},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07576790452003479},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-981-99-7108-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7108-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.vu.edu.au:47442","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/47442/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:pure.atira.dk:publications/7541b0e5-ce52-44ea-80a9-90598feea2d5","is_oa":false,"landing_page_url":"https://research.brighton.ac.uk/en/publications/7541b0e5-ce52-44ea-80a9-90598feea2d5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sadiq, M T, Siuly, S, Li, Y & Wen, P 2023, A Comprehensive Approach for\u00a0Enhancing Motor Imagery EEG Classification in\u00a0BCI\u2019s. in Y Li, Z Huang, M Sharma, L Chen & R Zhou (eds), Health Information Science : 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23\u201324, 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14305 LNCS, Springer, Singapore, pp. 247-260, 12th International Conference on Health Information Science, HIS 2023, Melbourne, Australia, 23/10/23. https://doi.org/10.1007/978-981-99-7108-4_21","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W1529823160","https://openalex.org/W1967765022","https://openalex.org/W1971033359","https://openalex.org/W1975717934","https://openalex.org/W2003646190","https://openalex.org/W2011484846","https://openalex.org/W2019900743","https://openalex.org/W2028124740","https://openalex.org/W2047170442","https://openalex.org/W2060472216","https://openalex.org/W2064493351","https://openalex.org/W2076478179","https://openalex.org/W2088812805","https://openalex.org/W2090057167","https://openalex.org/W2099427546","https://openalex.org/W2101629643","https://openalex.org/W2106006415","https://openalex.org/W2109858853","https://openalex.org/W2109860557","https://openalex.org/W2124311300","https://openalex.org/W2127769318","https://openalex.org/W2140413964","https://openalex.org/W2141305853","https://openalex.org/W2142280324","https://openalex.org/W2147174595","https://openalex.org/W2152119085","https://openalex.org/W2155617375","https://openalex.org/W2156832349","https://openalex.org/W2158397443","https://openalex.org/W2170317771","https://openalex.org/W2338065876","https://openalex.org/W2521878393","https://openalex.org/W2772472921","https://openalex.org/W2792707772","https://openalex.org/W2792724009","https://openalex.org/W2802723950","https://openalex.org/W2808098316","https://openalex.org/W2895717704","https://openalex.org/W2908060889","https://openalex.org/W2945692081","https://openalex.org/W2971357197","https://openalex.org/W2990331389","https://openalex.org/W3008993296","https://openalex.org/W3025740135","https://openalex.org/W3044297594","https://openalex.org/W3085037063","https://openalex.org/W3092389862","https://openalex.org/W3106750432","https://openalex.org/W3107858610","https://openalex.org/W3119733931","https://openalex.org/W3128247890","https://openalex.org/W3129391793","https://openalex.org/W3150247581","https://openalex.org/W3153310483","https://openalex.org/W3178048544","https://openalex.org/W3193449393","https://openalex.org/W3198415272","https://openalex.org/W3207738141","https://openalex.org/W3213513805","https://openalex.org/W3214044734","https://openalex.org/W4207027818","https://openalex.org/W4211143789","https://openalex.org/W4213093885","https://openalex.org/W4213201803","https://openalex.org/W4223510320","https://openalex.org/W4294051572","https://openalex.org/W4308512615","https://openalex.org/W4311677327","https://openalex.org/W4312970660","https://openalex.org/W4381053347","https://openalex.org/W6600020652"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2510077457","https://openalex.org/W2887556756","https://openalex.org/W195417223","https://openalex.org/W2951110009","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W3045772920","https://openalex.org/W2047816336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}
