{"id":"https://openalex.org/W2262469298","doi":"https://doi.org/10.3233/ica-150502","title":"An adaptive neural network approach for operator functional state prediction using psychophysiological data","display_name":"An adaptive neural network approach for operator functional state prediction using psychophysiological data","publication_year":2015,"publication_date":"2015-12-08","ids":{"openalex":"https://openalex.org/W2262469298","doi":"https://doi.org/10.3233/ica-150502","mag":"2262469298"},"language":"en","primary_location":{"id":"doi:10.3233/ica-150502","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-150502","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},"type":"article","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/A5004552718","display_name":"Raofen Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Raofen Wang","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433744","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0003-4087-6544"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education, East China University of Science and Technology, Shanghai, China","E-mail:"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100721042","display_name":"Liping Zhang","orcid":"https://orcid.org/0000-0003-2446-8196"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Zhang","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004552718"],"corresponding_institution_ids":["https://openalex.org/I141962983"],"apc_list":null,"apc_paid":null,"fwci":9.0513,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.97745723,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"23","issue":"1","first_page":"81","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9758999943733215,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.6873220205307007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5922286510467529},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5810451507568359},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5472190380096436},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5028783679008484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4947499632835388},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4566369354724884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4440900683403015},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41747650504112244},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1811681091785431},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15884625911712646}],"concepts":[{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.6873220205307007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5922286510467529},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5810451507568359},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5472190380096436},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5028783679008484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4947499632835388},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4566369354724884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4440900683403015},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41747650504112244},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1811681091785431},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15884625911712646},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ica-150502","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-150502","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W139551720","https://openalex.org/W949569159","https://openalex.org/W1519759709","https://openalex.org/W1557496348","https://openalex.org/W1589899107","https://openalex.org/W1595159159","https://openalex.org/W1698263093","https://openalex.org/W1873074104","https://openalex.org/W1889373872","https://openalex.org/W1963735786","https://openalex.org/W1964143043","https://openalex.org/W1964697318","https://openalex.org/W1965234007","https://openalex.org/W1968717940","https://openalex.org/W1972765153","https://openalex.org/W1976572115","https://openalex.org/W1984628710","https://openalex.org/W1990100008","https://openalex.org/W1994982263","https://openalex.org/W2000788154","https://openalex.org/W2006246009","https://openalex.org/W2018455067","https://openalex.org/W2026169718","https://openalex.org/W2028424602","https://openalex.org/W2028723065","https://openalex.org/W2029517603","https://openalex.org/W2041280737","https://openalex.org/W2042304492","https://openalex.org/W2044140064","https://openalex.org/W2046596504","https://openalex.org/W2051360945","https://openalex.org/W2059653419","https://openalex.org/W2065877647","https://openalex.org/W2074035958","https://openalex.org/W2079682648","https://openalex.org/W2079838091","https://openalex.org/W2081240826","https://openalex.org/W2085254417","https://openalex.org/W2087993726","https://openalex.org/W2088151168","https://openalex.org/W2089448644","https://openalex.org/W2092649222","https://openalex.org/W2095310269","https://openalex.org/W2099471920","https://openalex.org/W2104780674","https://openalex.org/W2129724855","https://openalex.org/W2131224964","https://openalex.org/W2148834573","https://openalex.org/W2158468574","https://openalex.org/W2163845190","https://openalex.org/W2169813833","https://openalex.org/W2289732421","https://openalex.org/W3015222189","https://openalex.org/W3103655579"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2378211422","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":{"In":[0,28],"highly":[1],"automated":[2],"human-machine":[3],"systems,":[4],"human":[5],"operator":[6,20,115,161],"functional":[7,116,162],"state":[8,163],"(OFS)":[9],"prediction":[10,107],"is":[11,67,75,97,109,127],"an":[12],"important":[13],"approach":[14],"to":[15,77,158],"prevent":[16],"accidents":[17],"caused":[18],"by":[19],"fatigue,":[21],"high":[22],"mental":[23],"workload,":[24],"over":[25],"anxiety,":[26],"etc.":[27],"this":[29],"paper,":[30],"psychophysiological":[31,152],"indices,":[32],"i.e.":[33],"heart":[34,36],"rate,":[35],"rate":[37],"variability,":[38],"task":[39],"lo":[40],"ad":[41],"index":[42,45],"and":[43,141,154],"engagement":[44],"recorded":[46],"from":[47],"operators":[48],"who":[49],"execute":[50],"process":[51],"control":[52,80],"tasks":[53],"are":[54],"selected":[55],"for":[56,111,129],"OFS":[57],"prediction.":[58],"An":[59],"adaptive":[60,125],"differential":[61],"evolution":[62,91],"based":[63],"neural":[64],"network":[65],"(ACADE-NN)":[66],"investigated.":[68],"The":[69,93,104,118,134],"behavior":[70],"of":[71,82,95,113,131],"ant":[72],"colony":[73],"foraging":[74],"introduced":[76],"self-adapt":[78],"the":[79,86,100,114,123,132,137,149,160],"parameters":[81],"DE":[83],"along":[84],"with":[85],"mutation":[87],"strategy":[88],"at":[89],"different":[90],"phases.":[92],"performance":[94],"ACADE":[96],"verified":[98],"in":[99,164],"benchmark":[101],"function":[102],"tests.":[103],"designed":[105],"ACADE-NN":[106],"model":[108,126,135],"used":[110],"estimation":[112],"state.":[117],"empirical":[119],"results":[120],"illustrate":[121],"that":[122],"proposed":[124],"effective":[128],"most":[130],"operators.":[133],"outperforms":[136],"compared":[138],"modeling":[139],"methods":[140],"yields":[142],"good":[143],"generalization":[144],"comparatively.":[145],"It":[146],"can":[147],"describe":[148],"relationship":[150],"between":[151],"variables":[153],"OFS.":[155],"It's":[156],"applicable":[157],"assess":[159],"safety-critical":[165],"applications.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
