{"id":"https://openalex.org/W4293111316","doi":"https://doi.org/10.1007/978-3-031-15512-3_15","title":"Challenges in\u00a0Electroencephalography Data Processing Using Machine Learning Approaches","display_name":"Challenges in\u00a0Electroencephalography Data Processing Using Machine Learning Approaches","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293111316","doi":"https://doi.org/10.1007/978-3-031-15512-3_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-15512-3_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-15512-3_15","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/A5051719140","display_name":"Ashik Mostafa Alvi","orcid":"https://orcid.org/0000-0001-7898-2030"},"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":true,"raw_author_name":"Ashik Mostafa Alvi","raw_affiliation_strings":["Victoria University, Melbourne, VIC, 3011, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7898-2030","affiliations":[{"raw_affiliation_string":"Victoria University, Melbourne, VIC, 3011, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"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":["Victoria University, Melbourne, VIC, 3011, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2491-0546","affiliations":[{"raw_affiliation_string":"Victoria University, Melbourne, VIC, 3011, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I4210109437","display_name":"Footscray Hospital","ror":"https://ror.org/0221nva21","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210109437","https://openalex.org/I4210116486"]},{"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":"Hua Wang","raw_affiliation_strings":["Victoria University, Footscray, VIC, Australia","Victoria University, Melbourne, VIC, 3011, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8465-0996","affiliations":[{"raw_affiliation_string":"Victoria University, Footscray, VIC, Australia","institution_ids":["https://openalex.org/I4210109437","https://openalex.org/I71270174"]},{"raw_affiliation_string":"Victoria University, Melbourne, VIC, 3011, Australia","institution_ids":["https://openalex.org/I71270174"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051719140"],"corresponding_institution_ids":["https://openalex.org/I71270174"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.752,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90764536,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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":0.9997000098228455,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.9089028835296631},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.6431981921195984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5823898911476135},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5218093395233154},{"id":"https://openalex.org/keywords/positron-emission-tomography","display_name":"Positron emission tomography","score":0.48349741101264954},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.46754732728004456},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4551016390323639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39999979734420776},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.39251601696014404},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.332489013671875},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.30373865365982056},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2792891263961792},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2102857232093811},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14973852038383484},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11895284056663513}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.9089028835296631},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6431981921195984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5823898911476135},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5218093395233154},{"id":"https://openalex.org/C2775842073","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Positron emission tomography","level":2,"score":0.48349741101264954},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.46754732728004456},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4551016390323639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39999979734420776},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.39251601696014404},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.332489013671875},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.30373865365982056},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2792891263961792},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2102857232093811},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14973852038383484},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11895284056663513}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-15512-3_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-15512-3_15","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:46910","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/46910/","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W222444181","https://openalex.org/W2521472744","https://openalex.org/W2602863656","https://openalex.org/W2810870240","https://openalex.org/W2922294672","https://openalex.org/W2946743505","https://openalex.org/W2979436483","https://openalex.org/W3049400238","https://openalex.org/W3082436048","https://openalex.org/W3084085040","https://openalex.org/W3126795333","https://openalex.org/W3161053254","https://openalex.org/W3196512869","https://openalex.org/W4206134761","https://openalex.org/W4250310976","https://openalex.org/W4281253022","https://openalex.org/W4285137529","https://openalex.org/W4293254268"],"related_works":["https://openalex.org/W2053861465","https://openalex.org/W2036086601","https://openalex.org/W2540391766","https://openalex.org/W2096570098","https://openalex.org/W2123777329","https://openalex.org/W2159291176","https://openalex.org/W2114690637","https://openalex.org/W2110496054","https://openalex.org/W2272745645","https://openalex.org/W2746605789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
