{"id":"https://openalex.org/W2522807436","doi":"https://doi.org/10.1007/978-3-319-47103-7_29","title":"Cross Subject Mental Work Load Classification from Electroencephalographic Signals with Automatic Artifact Rejection and Muscle Pruning","display_name":"Cross Subject Mental Work Load Classification from Electroencephalographic Signals with Automatic Artifact Rejection and Muscle Pruning","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2522807436","doi":"https://doi.org/10.1007/978-3-319-47103-7_29","mag":"2522807436"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47103-7_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47103-7_29","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/A5050381482","display_name":"Sajeev P Kunjan","orcid":null},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sajeev Kunjan","raw_affiliation_strings":["School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia","institution_ids":["https://openalex.org/I169541294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059991648","display_name":"Trent Lewis","orcid":"https://orcid.org/0000-0002-4025-4019"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"T. W. Lewis","raw_affiliation_strings":["School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia","institution_ids":["https://openalex.org/I169541294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028097751","display_name":"Tyler S. Grummett","orcid":null},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"T. S. Grummett","raw_affiliation_strings":["School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia","institution_ids":["https://openalex.org/I169541294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085737719","display_name":"David Powers","orcid":"https://orcid.org/0000-0001-5998-2262"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"D. M. W. Powers","raw_affiliation_strings":["School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia","institution_ids":["https://openalex.org/I169541294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020048332","display_name":"Kenneth J. Pope","orcid":"https://orcid.org/0000-0002-5081-2723"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"K. J. Pope","raw_affiliation_strings":["School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, SA, 5001, Australia","institution_ids":["https://openalex.org/I169541294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011549928","display_name":"Sean P. Fitzgibbon","orcid":"https://orcid.org/0000-0001-8364-6509"},"institutions":[{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S. P. Fitzgibbon","raw_affiliation_strings":["Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075470689","display_name":"John O. Willoughby","orcid":"https://orcid.org/0000-0003-0457-7117"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"J. O. Willoughby","raw_affiliation_strings":["School of Medicine, and Centre for Neuroscience, Flinders University, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Medicine, and Centre for Neuroscience, Flinders University, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I169541294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5050381482"],"corresponding_institution_ids":["https://openalex.org/I169541294"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21237426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"295","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9884999990463257,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9807000160217285,"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/computer-science","display_name":"Computer science","score":0.8205909729003906},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.7642741203308105},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7106783390045166},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.674736499786377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6436436772346497},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5584624409675598},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5504372119903564},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5322536826133728},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.44533589482307434},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.4421069622039795},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42184650897979736},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40043312311172485},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09126108884811401},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06751838326454163}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8205909729003906},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7642741203308105},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7106783390045166},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.674736499786377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6436436772346497},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5584624409675598},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5504372119903564},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5322536826133728},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.44533589482307434},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.4421069622039795},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42184650897979736},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40043312311172485},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09126108884811401},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06751838326454163},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-47103-7_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47103-7_29","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1511860436","https://openalex.org/W1822757004","https://openalex.org/W1993970157","https://openalex.org/W2011004955","https://openalex.org/W2011579099","https://openalex.org/W2023912726","https://openalex.org/W2026352631","https://openalex.org/W2063705912","https://openalex.org/W2099509424","https://openalex.org/W2101036104","https://openalex.org/W2106822551","https://openalex.org/W2109943925","https://openalex.org/W2110444396","https://openalex.org/W2112290235","https://openalex.org/W2153134014","https://openalex.org/W2167298530","https://openalex.org/W2171746332","https://openalex.org/W2197539983","https://openalex.org/W2544026297","https://openalex.org/W3198350258","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W2889342546","https://openalex.org/W1913385466","https://openalex.org/W2015048155","https://openalex.org/W2025157091","https://openalex.org/W4383557008","https://openalex.org/W2046658851"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
