{"id":"https://openalex.org/W3154843067","doi":"https://doi.org/10.1162/neco_a_01382","title":"Online Mental Fatigue Monitoring via Indirect Brain Dynamics Evaluation","display_name":"Online Mental Fatigue Monitoring via Indirect Brain Dynamics Evaluation","publication_year":2021,"publication_date":"2021-04-15","ids":{"openalex":"https://openalex.org/W3154843067","doi":"https://doi.org/10.1162/neco_a_01382","mag":"3154843067","pmid":"https://pubmed.ncbi.nlm.nih.gov/34496386"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_01382","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01382","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5020554727","display_name":"Yuangang Pan","orcid":"https://orcid.org/0000-0002-7950-4900"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yuangang Pan","raw_affiliation_strings":["Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia yuangang.pan@uts.edu.au"],"affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia yuangang.pan@uts.edu.au","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021751767","display_name":"Ivor W. Tsang","orcid":"https://orcid.org/0000-0001-8095-4637"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ivor W. Tsang","raw_affiliation_strings":["Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia ivor.tsang@uts.edu.au"],"affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia ivor.tsang@uts.edu.au","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053437240","display_name":"Yueming Lyu","orcid":"https://orcid.org/0000-0003-4028-5250"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yueming Lyu","raw_affiliation_strings":["Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia Yueming.Lyu@student.uts.edu.au"],"affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia Yueming.Lyu@student.uts.edu.au","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078803267","display_name":"Avinash Kumar Singh","orcid":"https://orcid.org/0000-0002-6539-9695"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Avinash K. Singh","raw_affiliation_strings":["Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia Avinash.Singh@uts.edu.au"],"affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia Avinash.Singh@uts.edu.au","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058936239","display_name":"Chin\u2010Teng Lin","orcid":"https://orcid.org/0000-0001-8371-8197"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Chin-Teng Lin","raw_affiliation_strings":["Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia Chin-teng.Lin@uts.edu.au"],"affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW 2007, Australia Chin-teng.Lin@uts.edu.au","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5020554727","https://openalex.org/A5021751767","https://openalex.org/A5053437240","https://openalex.org/A5058936239","https://openalex.org/A5078803267"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":0.7012,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70538534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"33","issue":"6","first_page":"1616","last_page":"1655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991000294685364,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6286146640777588},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5343844890594482},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43377697467803955},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.428315132856369},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3902023732662201},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34095498919487},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23392146825790405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12560304999351501}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6286146640777588},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5343844890594482},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43377697467803955},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.428315132856369},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3902023732662201},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34095498919487},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23392146825790405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12560304999351501},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1162/neco_a_01382","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01382","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:34496386","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34496386","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural computation","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"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":62,"referenced_works":["https://openalex.org/W1482432820","https://openalex.org/W1528640045","https://openalex.org/W1809125706","https://openalex.org/W1964684330","https://openalex.org/W1965296145","https://openalex.org/W1967167074","https://openalex.org/W1973996240","https://openalex.org/W1974687042","https://openalex.org/W1980553000","https://openalex.org/W1991919071","https://openalex.org/W2000840273","https://openalex.org/W2001726698","https://openalex.org/W2020410973","https://openalex.org/W2023133322","https://openalex.org/W2025271685","https://openalex.org/W2025623975","https://openalex.org/W2035041888","https://openalex.org/W2059384385","https://openalex.org/W2080654645","https://openalex.org/W2086983697","https://openalex.org/W2096597330","https://openalex.org/W2106822551","https://openalex.org/W2110444396","https://openalex.org/W2119885577","https://openalex.org/W2121682721","https://openalex.org/W2127846949","https://openalex.org/W2129957127","https://openalex.org/W2134125848","https://openalex.org/W2134305421","https://openalex.org/W2138372226","https://openalex.org/W2146182319","https://openalex.org/W2146976664","https://openalex.org/W2175123733","https://openalex.org/W2220541428","https://openalex.org/W2241667675","https://openalex.org/W2286439238","https://openalex.org/W2563742216","https://openalex.org/W2593144425","https://openalex.org/W2598908216","https://openalex.org/W2602279467","https://openalex.org/W2609064396","https://openalex.org/W2753228334","https://openalex.org/W2765420453","https://openalex.org/W2769915988","https://openalex.org/W2789220724","https://openalex.org/W2793161294","https://openalex.org/W2898996122","https://openalex.org/W2974601051","https://openalex.org/W2980306787","https://openalex.org/W3033101298","https://openalex.org/W3144619878","https://openalex.org/W6641466041","https://openalex.org/W6676186243","https://openalex.org/W6679318577","https://openalex.org/W6679728998","https://openalex.org/W6679868025","https://openalex.org/W6679959949","https://openalex.org/W6688964940","https://openalex.org/W6734416830","https://openalex.org/W6743669686","https://openalex.org/W6745694060","https://openalex.org/W6755961609"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Driver":[0],"mental":[1,53,84,215],"fatigue":[2,23,54,85,120,216],"leads":[3],"to":[4,64,71,73,92,104,114,184],"thousands":[5],"of":[6,14,39,67,137,209],"traffic":[7],"accidents.":[8],"The":[9],"increasing":[10],"quality":[11],"and":[12,110,142,207],"availability":[13],"low-cost":[15],"electroencephalogram":[16],"(EEG)":[17],"systems":[18],"offer":[19],"possibilities":[20],"for":[21,29,51,83],"practical":[22,214],"monitoring.":[24],"However,":[25],"non-data-driven":[26],"methods,":[27],"designed":[28],"practical,":[30],"complex":[31],"situations,":[32],"usually":[33],"rely":[34],"on":[35,102],"handcrafted":[36],"data":[37],"statistics":[38],"EEG":[40,109,130],"signals.":[41],"To":[42],"reduce":[43],"human":[44],"involvement,":[45],"we":[46,95],"introduce":[47],"a":[48],"data-driven":[49],"methodology":[50],"online":[52,174],"detection:":[55],"self-weight":[56],"ordinal":[57],"regression":[58,88],"(SWORE).":[59],"Reaction":[60],"time":[61,68],"(RT),":[62],"referring":[63],"the":[65,106,128,146,151,155,160,165,205],"length":[66],"people":[69],"take":[70],"react":[72],"an":[74,79,97,118,173],"emergency,":[75],"is":[76,122,182],"widely":[77],"considered":[78],"objective":[80,119],"behavioral":[81],"measure":[82],"state.":[86,144],"Since":[87],"methods":[89],"are":[90],"sensitive":[91],"extreme":[93],"RTs,":[94],"propose":[96],"indirect":[98],"RT":[99],"estimation":[100],"based":[101],"preferences":[103],"explore":[105],"relationship":[107],"between":[108],"RT,":[111,203],"which":[112],"generalizes":[113],"any":[115],"scenario":[116],"when":[117],"indicator":[121],"available.":[123],"In":[124,171],"particular,":[125],"SWORE":[126,186,197],"evaluates":[127],"noisy":[129],"signals":[131],"from":[132,154],"multiple":[133],"channels":[134,153],"in":[135,213],"terms":[136],"two":[138],"states:":[139],"shaking":[140,147],"state":[141,148,162],"steady":[143,161],"Modeling":[145],"can":[149,163,198],"discriminate":[150],"reliable":[152],"uninformative":[156],"ones,":[157],"while":[158],"modeling":[159],"suppress":[164],"task-nonrelevant":[166],"fluctuation":[167],"within":[168],"each":[169],"channel.":[170],"addition,":[172],"generalized":[175],"Bayesian":[176],"moment":[177],"matching":[178],"(online":[179],"GBMM)":[180],"algorithm":[181],"proposed":[183,211],"online-calibrate":[185],"efficiently":[187],"per":[188],"participant.":[189],"Experimental":[190],"results":[191],"with":[192,202],"40":[193],"participants":[194],"show":[195],"that":[196],"maximally":[199],"achieve":[200],"consistent":[201],"demonstrating":[204],"feasibility":[206],"adaptability":[208],"our":[210],"framework":[212],"estimation.":[217]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}