{"id":"https://openalex.org/W4407900515","doi":"https://doi.org/10.1109/thms.2025.3538162","title":"A Miner Mental State Evaluation Scheme With Decision Level Fusion Based on Multidomain EEG Information","display_name":"A Miner Mental State Evaluation Scheme With Decision Level Fusion Based on Multidomain EEG Information","publication_year":2025,"publication_date":"2025-02-24","ids":{"openalex":"https://openalex.org/W4407900515","doi":"https://doi.org/10.1109/thms.2025.3538162"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2025.3538162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2025.3538162","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","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/A5033310298","display_name":"Hongguang Pan","orcid":"https://orcid.org/0000-0002-0390-6188"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongguang Pan","raw_affiliation_strings":["College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-0390-6188","affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113095433","display_name":"Shiyu Tong","orcid":"https://orcid.org/0009-0005-4118-1674"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyu Tong","raw_affiliation_strings":["College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0009-0005-4118-1674","affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076239764","display_name":"Haoqian Song","orcid":"https://orcid.org/0000-0002-1729-5824"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoqian Song","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1729-5824","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115599212","display_name":"Xin Chu","orcid":"https://orcid.org/0009-0003-8143-4619"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Chu","raw_affiliation_strings":["College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I110440473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033310298"],"corresponding_institution_ids":["https://openalex.org/I110440473"],"apc_list":null,"apc_paid":null,"fwci":32.4676,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.99806993,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"55","issue":"2","first_page":"289","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.8888999819755554,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.8888999819755554,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.8604000210762024,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8126000165939331,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-state","display_name":"Mental state","score":0.585665225982666},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.5767640471458435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5478902459144592},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5360662341117859},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5222744941711426},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4865269064903259},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42062050104141235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3691736161708832},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3042241334915161},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17426243424415588},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.16505905985832214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14748284220695496},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10641074180603027}],"concepts":[{"id":"https://openalex.org/C2779429828","wikidata":"https://www.wikidata.org/wiki/Q3968640","display_name":"Mental state","level":2,"score":0.585665225982666},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.5767640471458435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5478902459144592},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5360662341117859},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5222744941711426},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4865269064903259},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42062050104141235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3691736161708832},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3042241334915161},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17426243424415588},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.16505905985832214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14748284220695496},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10641074180603027},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/thms.2025.3538162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2025.3538162","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2013510773","https://openalex.org/W2048196003","https://openalex.org/W2093266575","https://openalex.org/W2123133018","https://openalex.org/W2128495200","https://openalex.org/W2736196660","https://openalex.org/W2741571945","https://openalex.org/W2918092040","https://openalex.org/W2969607850","https://openalex.org/W2980965567","https://openalex.org/W2993140856","https://openalex.org/W3007159319","https://openalex.org/W3012611877","https://openalex.org/W3081651508","https://openalex.org/W3082989809","https://openalex.org/W3129064953","https://openalex.org/W3164439356","https://openalex.org/W3189897609","https://openalex.org/W3199033017","https://openalex.org/W3203228479","https://openalex.org/W4205680189","https://openalex.org/W4214853542","https://openalex.org/W4225127162","https://openalex.org/W4226182667","https://openalex.org/W4281900224","https://openalex.org/W4297991492","https://openalex.org/W4308698170","https://openalex.org/W4312162415","https://openalex.org/W4312372610","https://openalex.org/W4312737563","https://openalex.org/W4313065868","https://openalex.org/W4315490805","https://openalex.org/W4319867819","https://openalex.org/W4367187727","https://openalex.org/W4376457057","https://openalex.org/W4387402437","https://openalex.org/W4387530672","https://openalex.org/W4387587718","https://openalex.org/W4389513659","https://openalex.org/W4390225928"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W2136154011","https://openalex.org/W2349058089"],"abstract_inverted_index":{"It":[0],"has":[1],"been":[2],"proven":[3],"that":[4,174],"electroencephalography":[5],"(EEG)":[6],"is":[7,78,85],"an":[8,13,153],"effective":[9],"method":[10],"for":[11,64],"evaluating":[12],"individual's":[14],"mental":[15,26,47],"state.":[16],"However,":[17],"when":[18,185],"it":[19,194],"comes":[20],"to":[21,93,124,133,157,163],"the":[22,61,74,88,126,139,144,165,175,182,187],"evaluation":[23,39,49,128,146,198],"of":[24,67,70],"miners'":[25],"state,":[27],"there":[28],"are":[29,91,109],"still":[30],"some":[31],"issues":[32],"with":[33,51,106,191],"missing":[34],"EEG":[35,57,83],"dataset":[36,84,184],"and":[37,72,80,101,119,152,193],"unsatisfactory":[38],"accuracy.":[40,199],"Therefore,":[41],"this":[42],"article":[43],"proposes":[44],"a":[45,81,196],"miner":[46],"state":[48,140],"scheme":[50],"decision-level":[52],"fusion":[53,151,168],"based":[54,137],"on":[55,138,181],"multidomain":[56,89],"information.":[58],"First,":[59],"in":[60,97,161],"comprehensive":[62],"lab":[63],"coal-related":[65],"programs":[66],"Xi'an":[68],"University":[69],"Science":[71],"Technology,":[73],"coal":[75],"mine":[76],"environment":[77],"simulated,":[79],"realistic":[82],"constructed.":[86],"Second,":[87],"features":[90,105],"extracted":[92],"represent":[94],"abundant":[95],"information":[96],"time,":[98],"frequency,":[99],"time-frequency,":[100],"space":[102],"domain.":[103],"These":[104],"low":[107],"dimension":[108],"classified":[110],"adopting":[111],"support":[112],"vector":[113],"machine":[114],"(SVM),":[115],"k-nearest":[116],"neighbor":[117],"(kNN),":[118],"back":[120],"propagation":[121],"(BP)":[122],"network":[123],"obtain":[125],"optimal":[127,145],"submodel":[129],"(four":[130],"domains":[131],"corresponding":[132],"four":[134,159],"submodels).":[135],"Finally,":[136],"probabilities":[141],"provided":[142],"by":[143],"submodel,":[147],"we":[148],"adopt":[149],"stack":[150],"improved":[154,188],"Yager":[155,189],"rule":[156,190],"fuse":[158],"submodels":[160],"order":[162],"find":[164],"most":[166],"suitable":[167],"algorithm.":[169],"The":[170],"experimental":[171],"results":[172],"demonstrate":[173],"average":[176],"accuracy":[177],"can":[178],"reach":[179],"93.19%":[180],"self-built":[183],"utilizing":[186],"weight,":[192],"realizes":[195],"better":[197]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":23}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
