{"id":"https://openalex.org/W2899902988","doi":"https://doi.org/10.3390/s18113743","title":"Characterizing Focused Attention and Working Memory Using EEG","display_name":"Characterizing Focused Attention and Working Memory Using EEG","publication_year":2018,"publication_date":"2018-11-02","ids":{"openalex":"https://openalex.org/W2899902988","doi":"https://doi.org/10.3390/s18113743","mag":"2899902988","pmid":"https://pubmed.ncbi.nlm.nih.gov/30400215"},"language":"en","primary_location":{"id":"doi:10.3390/s18113743","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113743","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3743/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/18/11/3743/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109525026","display_name":"Zainab Mohamed","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150948","display_name":"Zewail City of Science and Technology","ror":"https://ror.org/04w5f4y88","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210150948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Zainab Mohamed","raw_affiliation_strings":["Center for Learning Technologies, University of Science and Technology, Zewail City, Giza 12578, Egypt"],"affiliations":[{"raw_affiliation_string":"Center for Learning Technologies, University of Science and Technology, Zewail City, Giza 12578, Egypt","institution_ids":["https://openalex.org/I4210150948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066750834","display_name":"Mohamed El Halaby","orcid":"https://orcid.org/0000-0002-5618-2822"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed El Halaby","raw_affiliation_strings":["Mathematics Department, Faculty of Science, Cairo University, Giza 12613, Egypt"],"affiliations":[{"raw_affiliation_string":"Mathematics Department, Faculty of Science, Cairo University, Giza 12613, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006102490","display_name":"Tamer Said","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150948","display_name":"Zewail City of Science and Technology","ror":"https://ror.org/04w5f4y88","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210150948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Tamer Said","raw_affiliation_strings":["Center for Learning Technologies, University of Science and Technology, Zewail City, Giza 12578, Egypt"],"affiliations":[{"raw_affiliation_string":"Center for Learning Technologies, University of Science and Technology, Zewail City, Giza 12578, Egypt","institution_ids":["https://openalex.org/I4210150948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022455813","display_name":"Doaa Shawky","orcid":null},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Doaa Shawky","raw_affiliation_strings":["Engineering Mathematics Department, Faculty of Engineering, Cairo University, Giza 12613, Egypt"],"affiliations":[{"raw_affiliation_string":"Engineering Mathematics Department, Faculty of Engineering, Cairo University, Giza 12613, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034606693","display_name":"Ashraf Badawi","orcid":"https://orcid.org/0000-0002-9281-6079"},"institutions":[{"id":"https://openalex.org/I4210150948","display_name":"Zewail City of Science and Technology","ror":"https://ror.org/04w5f4y88","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210150948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ashraf Badawi","raw_affiliation_strings":["Center for Learning Technologies, University of Science and Technology, Zewail City, Giza 12578, Egypt"],"affiliations":[{"raw_affiliation_string":"Center for Learning Technologies, University of Science and Technology, Zewail City, Giza 12578, Egypt","institution_ids":["https://openalex.org/I4210150948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022455813"],"corresponding_institution_ids":["https://openalex.org/I145487455"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.065,"has_fulltext":true,"cited_by_count":65,"citation_normalized_percentile":{"value":0.94476011,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"18","issue":"11","first_page":"3743","last_page":"3743"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991000294685364,"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"}},"topics":[{"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9894999861717224,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9743000268936157,"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":0.7785460352897644},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.6758862137794495},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.49618038535118103},{"id":"https://openalex.org/keywords/selective-attention","display_name":"Selective attention","score":0.48184311389923096},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.45671194791793823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4045400619506836},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3320119082927704},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.24009084701538086},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.19050273299217224}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7785460352897644},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.6758862137794495},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.49618038535118103},{"id":"https://openalex.org/C2989146674","wikidata":"https://www.wikidata.org/wiki/Q4818236","display_name":"Selective attention","level":3,"score":0.48184311389923096},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45671194791793823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4045400619506836},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3320119082927704},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.24009084701538086},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.19050273299217224}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","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":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","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":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","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":6,"locations":[{"id":"doi:10.3390/s18113743","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113743","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3743/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:30400215","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30400215","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:b954c20bd58a4c1fb37a9b22675287ac","is_oa":true,"landing_page_url":"https://doaj.org/article/b954c20bd58a4c1fb37a9b22675287ac","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 18, Iss 11, p 3743 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5257697","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6263653","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/18/11/3743/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s18113743","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6263653","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6263653","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s18113743","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113743","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3743/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7400000095367432}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330531","display_name":"Information Technology Industry Development Agency","ror":"https://ror.org/01ycecr18"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2899902988.pdf","grobid_xml":"https://content.openalex.org/works/W2899902988.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W84957946","https://openalex.org/W1611221515","https://openalex.org/W2000697043","https://openalex.org/W2008032940","https://openalex.org/W2022856590","https://openalex.org/W2023521272","https://openalex.org/W2051435141","https://openalex.org/W2051976514","https://openalex.org/W2066633870","https://openalex.org/W2095345875","https://openalex.org/W2095705004","https://openalex.org/W2096707172","https://openalex.org/W2098330912","https://openalex.org/W2106822551","https://openalex.org/W2116195174","https://openalex.org/W2125388816","https://openalex.org/W2134050473","https://openalex.org/W2134652709","https://openalex.org/W2154812230","https://openalex.org/W2157271754","https://openalex.org/W2161979817","https://openalex.org/W2172009270","https://openalex.org/W2572387821","https://openalex.org/W2577650921","https://openalex.org/W2588847314","https://openalex.org/W2591818083","https://openalex.org/W2618454567","https://openalex.org/W2739760705","https://openalex.org/W2741351499","https://openalex.org/W2741907166","https://openalex.org/W2783371799","https://openalex.org/W2788925456","https://openalex.org/W2791283887","https://openalex.org/W2962735936","https://openalex.org/W4230797216","https://openalex.org/W6603539469","https://openalex.org/W6634090753","https://openalex.org/W6674330103"],"related_works":["https://openalex.org/W2168281583","https://openalex.org/W2150872753","https://openalex.org/W3084930950","https://openalex.org/W2044465819","https://openalex.org/W2104491053","https://openalex.org/W4386806808","https://openalex.org/W2000003646","https://openalex.org/W2143298813","https://openalex.org/W562284232","https://openalex.org/W2102931766"],"abstract_inverted_index":{"Detecting":[0],"the":[1,22,53,82,99,133,151,163,167,172,176,183,204,208],"cognitive":[2,26,36,62,71,135,210],"profiles":[3],"of":[4,52,84,108,132,171,178,207],"learners":[5],"is":[6,46,198],"an":[7,31],"important":[8],"step":[9,191],"towards":[10,192],"personalized":[11],"and":[12,25,40,67,87,92,105,111,124,130,148,154,169],"adaptive":[13,193],"learning.":[14],"Electroencephalograms":[15],"(EEG)":[16],"have":[17],"been":[18],"used":[19,188],"to":[20,121,199,203],"detect":[21],"subject's":[23],"emotional":[24],"states.":[27],"In":[28,158],"this":[29],"paper,":[30],"approach":[32,50,174,185],"for":[33,94,150,175],"detecting":[34],"two":[35,134,180],"skills,":[37],"focused":[38,85,152],"attention":[39,86,153],"working":[41,88,155],"memory,":[42,156],"using":[43],"EEG":[44,79,101],"signals":[45],"proposed.":[47],"The":[48,137],"proposed":[49,173],"consists":[51],"following":[54],"main":[55],"steps:":[56],"first,":[57],"subjects":[58,145],"undergo":[59],"a":[60,76,95,106,190],"scientifically-validated":[61],"assessment":[63],"test":[64],"that":[65,140],"stimulates":[66],"measures":[68],"their":[69],"full":[70],"profile":[72],"while":[73],"putting":[74],"on":[75,143],"14-channel":[77],"wearable":[78],"headset.":[80],"Second,":[81],"scores":[83],"memory":[89],"are":[90,103,114],"extracted":[91],"encoded":[93],"classification":[96,138],"problem.":[97],"Third,":[98],"collected":[100],"data":[102],"analyzed":[104],"total":[107],"280":[109],"time-":[110],"frequency-domain":[112],"features":[113],"extracted.":[115],"Fourth,":[116],"several":[117],"classifiers":[118],"were":[119,141,146],"trained":[120],"correctly":[122],"classify":[123],"predict":[125],"three":[126],"levels":[127,206],"(low,":[128],"average,":[129],"high)":[131],"skills.":[136,181,211],"accuracies":[139],"obtained":[142,164],"86":[144],"84%":[147],"81%":[149],"respectively.":[157],"comparison":[159],"with":[160],"similar":[161],"approaches,":[162],"results":[165],"indicate":[166],"generalizability":[168],"suitability":[170],"detection":[177],"these":[179],"Thus,":[182],"presented":[184],"can":[186],"be":[187,200],"as":[189],"learning":[194],"where":[195],"real-time":[196],"adaptation":[197],"done":[201],"according":[202],"predicted":[205],"measured":[209]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
