{"id":"https://openalex.org/W2125602538","doi":"https://doi.org/10.1109/embc.2013.6610818","title":"Frontal theta EEG dynamics in a real-world air traffic control task","display_name":"Frontal theta EEG dynamics in a real-world air traffic control task","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2125602538","doi":"https://doi.org/10.1109/embc.2013.6610818","mag":"2125602538","pmid":"https://pubmed.ncbi.nlm.nih.gov/24111005"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2013.6610818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6610818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5113457621","display_name":"Guofa Shou","orcid":null},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guofa Shou","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Oklahama, Norman, OK, USA","Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Oklahama, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101654842","display_name":"Lei Ding","orcid":"https://orcid.org/0000-0003-2277-267X"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Ding","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Oklahama, Norman, OK, USA","Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Oklahama, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#","institution_ids":["https://openalex.org/I8692664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I8692664"],"apc_list":null,"apc_paid":null,"fwci":0.8227,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.77856976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2013","issue":null,"first_page":"5594","last_page":"5597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9939000010490417,"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"}},"topics":[{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9939000010490417,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9914000034332275,"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":0.987500011920929,"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":0.828819751739502},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7916542291641235},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6673564314842224},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5250351428985596},{"id":"https://openalex.org/keywords/expediting","display_name":"Expediting","score":0.48905739188194275},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4820328950881958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.404531329870224},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.34142959117889404},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3325497508049011},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.33087414503097534},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17272523045539856},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11760514974594116},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08187127113342285}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.828819751739502},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7916542291641235},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6673564314842224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5250351428985596},{"id":"https://openalex.org/C134448949","wikidata":"https://www.wikidata.org/wiki/Q1384274","display_name":"Expediting","level":2,"score":0.48905739188194275},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4820328950881958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.404531329870224},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.34142959117889404},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3325497508049011},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.33087414503097534},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17272523045539856},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11760514974594116},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08187127113342285},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001359","descriptor_name":"Aviation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001359","descriptor_name":"Aviation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001359","descriptor_name":"Aviation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D005222","descriptor_name":"Mental Fatigue","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D005625","descriptor_name":"Frontal Lobe","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005625","descriptor_name":"Frontal Lobe","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005625","descriptor_name":"Frontal Lobe","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005625","descriptor_name":"Frontal Lobe","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D005625","descriptor_name":"Frontal Lobe","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D005625","descriptor_name":"Frontal Lobe","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013826","descriptor_name":"Theta Rhythm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013826","descriptor_name":"Theta Rhythm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013826","descriptor_name":"Theta Rhythm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2013.6610818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6610818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:24111005","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24111005","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310627","display_name":"Oklahoma Center for the Advancement of Science and Technology","ror":"https://ror.org/02q578v20"},{"id":"https://openalex.org/F4320325302","display_name":"Shanghai Ocean University","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1595783904","https://openalex.org/W1969180476","https://openalex.org/W1974388905","https://openalex.org/W2029460341","https://openalex.org/W2031713841","https://openalex.org/W2043133488","https://openalex.org/W2063748773","https://openalex.org/W2081398181","https://openalex.org/W2085693768","https://openalex.org/W2112345337","https://openalex.org/W2113174266","https://openalex.org/W2117100955","https://openalex.org/W2117654639","https://openalex.org/W2118114225","https://openalex.org/W2128495200","https://openalex.org/W2157080893","https://openalex.org/W2164416159","https://openalex.org/W2166331154","https://openalex.org/W2266536687","https://openalex.org/W4242259102","https://openalex.org/W6635792561","https://openalex.org/W6693593748"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2105680229","https://openalex.org/W2912874308","https://openalex.org/W2979718004","https://openalex.org/W1519203505","https://openalex.org/W4283162495","https://openalex.org/W1988785467","https://openalex.org/W2565671609","https://openalex.org/W2125602538"],"abstract_inverted_index":{"Mental":[0],"workload":[1,81,110,137],"and":[2,89,95,112,131,138],"time-on-task":[3,90,139],"effect":[4,91,140],"are":[5,48,78],"two":[6],"major":[7],"factors":[8],"expediting":[9],"fatigue":[10,33],"progress,":[11],"which":[12],"leads":[13],"to":[14,30,80,134],"performance":[15],"decline":[16],"and/or":[17],"failure":[18],"in":[19,141],"real-world":[20,143],"tasks.":[21],"In":[22],"the":[23,43,68,72,103,119,149],"present":[24,115],"study,":[25],"electroencephalography":[26],"(EEG)":[27],"is":[28,100,128],"applied":[29],"study":[31,116],"mental":[32,136],"development":[34],"during":[35],"an":[36],"air":[37],"traffic":[38],"control":[39],"(ATC)":[40],"task.":[41],"Specifically,":[42],"frontal":[44,54,74,104,120],"theta":[45,105,121],"EEG":[46,122],"dynamics":[47],"firstly":[49],"dissolved":[50],"into":[51],"a":[52,59,129,142],"unique":[53],"independent":[55,62],"component":[56,63],"(IC)":[57],"through":[58],"novel":[60],"time-frequency":[61],"analysis":[64,94],"(tfICA)":[65],"method.":[66],"Then":[67],"temporal":[69],"fluctuations":[70],"of":[71,85,151],"identified":[73,124],"ICs":[75],"every":[76],"minute":[77],"compared":[79],"(reflected":[82],"by":[83,92,125],"number":[84],"clicks":[86],"per":[87],"minute)":[88],"correlational":[93],"linear":[96],"regression":[97],"analysis.":[98],"It":[99],"observed":[101],"that":[102,118],"activity":[106,123],"significantly":[107],"increase":[108],"with":[109],"augment":[111],"time-on-task.":[113],"The":[114],"demonstrates":[117],"tfICA":[126],"method":[127],"sensitive":[130],"reliable":[132],"metric":[133],"assess":[135],"task,":[144,147],"i.e.,":[145],"ATC":[146],"at":[148],"resolution":[150],"minute(s).":[152]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
