{"id":"https://openalex.org/W4400093683","doi":"https://doi.org/10.3390/s24134167","title":"The Effect of Stress on a Personal Identification System Based on Electroencephalographic Signals","display_name":"The Effect of Stress on a Personal Identification System Based on Electroencephalographic Signals","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400093683","doi":"https://doi.org/10.3390/s24134167","pmid":"https://pubmed.ncbi.nlm.nih.gov/39000946"},"language":"en","primary_location":{"id":"doi:10.3390/s24134167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134167","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4167/pdf?version=1719459744","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/1424-8220/24/13/4167/pdf?version=1719459744","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049869759","display_name":"Eman A. Abdel-Ghaffar","orcid":"https://orcid.org/0000-0002-8335-2882"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Eman A. Abdel-Ghaffar","raw_affiliation_strings":["Electrical Engineering Department, Faculty of Engineering Shoubra, Benha University, Cairo 11629, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-8335-2882","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering Shoubra, Benha University, Cairo 11629, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085980812","display_name":"May Salama","orcid":"https://orcid.org/0000-0002-3931-458X"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"May Salama","raw_affiliation_strings":["Electrical Engineering Department, Faculty of Engineering Shoubra, Benha University, Cairo 11629, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-3931-458X","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering Shoubra, Benha University, Cairo 11629, Egypt","institution_ids":["https://openalex.org/I207547235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049869759"],"corresponding_institution_ids":["https://openalex.org/I207547235"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.989,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91367528,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"24","issue":"13","first_page":"4167","last_page":"4167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9896000027656555,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9811999797821045,"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/electroencephalography","display_name":"Electroencephalography","score":0.824405312538147},{"id":"https://openalex.org/keywords/stroop-effect","display_name":"Stroop effect","score":0.7481070756912231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6430661678314209},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5735400915145874},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5614414215087891},{"id":"https://openalex.org/keywords/mental-stress","display_name":"Mental stress","score":0.5462996959686279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5433531403541565},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5198591351509094},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.49659234285354614},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48990458250045776},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.4878411293029785},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4804919958114624},{"id":"https://openalex.org/keywords/emotional-stress","display_name":"Emotional stress","score":0.4493277370929718},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.44015011191368103},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2718472480773926},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24566245079040527},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.24241295456886292},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.13456842303276062},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07473945617675781}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.824405312538147},{"id":"https://openalex.org/C162967406","wikidata":"https://www.wikidata.org/wiki/Q384176","display_name":"Stroop effect","level":3,"score":0.7481070756912231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6430661678314209},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5735400915145874},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5614414215087891},{"id":"https://openalex.org/C2984493583","wikidata":"https://www.wikidata.org/wiki/Q3500368","display_name":"Mental stress","level":2,"score":0.5462996959686279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5433531403541565},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5198591351509094},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.49659234285354614},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48990458250045776},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4878411293029785},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4804919958114624},{"id":"https://openalex.org/C2994376976","wikidata":"https://www.wikidata.org/wiki/Q3500368","display_name":"Emotional stress","level":2,"score":0.4493277370929718},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.44015011191368103},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2718472480773926},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24566245079040527},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.24241295456886292},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.13456842303276062},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07473945617675781},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"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":"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":"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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"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},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.3390/s24134167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134167","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4167/pdf?version=1719459744","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:39000946","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39000946","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:pubmedcentral.nih.gov:11244475","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11244475","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11244475/pdf/sensors-24-04167.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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"},{"id":"pmh:oai:doaj.org/article:50fda720859746a690906e97c3c2355f","is_oa":true,"landing_page_url":"https://doaj.org/article/50fda720859746a690906e97c3c2355f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 24, Iss 13, p 4167 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24134167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134167","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4167/pdf?version=1719459744","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","score":0.8100000023841858,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400093683.pdf"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W2002055708","https://openalex.org/W2039531754","https://openalex.org/W2076969993","https://openalex.org/W2097223937","https://openalex.org/W2156770021","https://openalex.org/W2156824222","https://openalex.org/W2243147875","https://openalex.org/W2415401066","https://openalex.org/W2526403378","https://openalex.org/W2559463885","https://openalex.org/W2586829707","https://openalex.org/W2741907166","https://openalex.org/W2744802016","https://openalex.org/W2757967303","https://openalex.org/W2889310186","https://openalex.org/W2898161677","https://openalex.org/W2899800683","https://openalex.org/W2907371384","https://openalex.org/W2914797429","https://openalex.org/W2947824377","https://openalex.org/W2958197594","https://openalex.org/W2971518519","https://openalex.org/W2995963191","https://openalex.org/W3017139128","https://openalex.org/W3075564640","https://openalex.org/W3080252474","https://openalex.org/W3082145463","https://openalex.org/W3083453839","https://openalex.org/W3093995294","https://openalex.org/W3097417006","https://openalex.org/W3102455230","https://openalex.org/W3179585071","https://openalex.org/W3197847961","https://openalex.org/W3216186179","https://openalex.org/W4205734780","https://openalex.org/W4210252670","https://openalex.org/W4210730500","https://openalex.org/W4220753494","https://openalex.org/W4225619919","https://openalex.org/W4226055327","https://openalex.org/W4280642794","https://openalex.org/W4282826486","https://openalex.org/W4292730600","https://openalex.org/W4296941266","https://openalex.org/W4319317538","https://openalex.org/W4323338328","https://openalex.org/W4362636447","https://openalex.org/W4366147053","https://openalex.org/W4366446443","https://openalex.org/W4367031876","https://openalex.org/W4379058548","https://openalex.org/W4379233567","https://openalex.org/W4381336006","https://openalex.org/W4392853578"],"related_works":["https://openalex.org/W2782295999","https://openalex.org/W2162306796","https://openalex.org/W1970292246","https://openalex.org/W2016162169","https://openalex.org/W4247952185","https://openalex.org/W1895367623","https://openalex.org/W1642462315","https://openalex.org/W2015118744","https://openalex.org/W2005619368","https://openalex.org/W1879092539"],"abstract_inverted_index":{"Personal":[0],"identification":[1,143,154],"systems":[2],"based":[3],"on":[4,68,152],"electroencephalographic":[5],"(EEG)":[6],"signals":[7,18,101],"have":[8,73,119,148],"their":[9],"own":[10],"strengths":[11],"and":[12,65,87,116,127,142,171,189,195,206],"limitations.":[13],"The":[14,23,52,129,157],"stability":[15],"of":[16,29,55,63,114],"EEG":[17,35,100],"strongly":[19],"affects":[20,34,45],"such":[21,69],"systems.":[22,70],"human":[24],"emotional":[25,42,66,117],"state":[26,43,141,147,170,194],"is":[27,39,58],"one":[28],"the":[30,61,77,97,108,153,162,168,174,178,182,192,202],"important":[31],"factors":[32],"that":[33,44,133],"signals'":[36],"stability.":[37],"Stress":[38],"a":[40,92,137,145,149],"major":[41],"individuals'":[46],"capability":[47],"to":[48,59],"perform":[49],"day-to-day":[50],"tasks.":[51],"main":[53],"objective":[54],"this":[56],"work":[57],"study":[60],"effect":[62,151],"mental":[64,115],"stress":[67,118,196],"Two":[71],"experiments":[72,131],"been":[74,120],"performed.":[75],"In":[76,96],"first,":[78],"we":[79],"used":[80,103],"hand-crafted":[81],"features":[82],"(time":[83],"domain,":[84,86],"frequency":[85],"non-linear":[88],"features),":[89],"followed":[90],"by":[91,198],"machine":[93],"learning":[94,110],"classifier.":[95],"second,":[98],"raw":[99],"were":[102],"as":[104],"an":[105],"input":[106],"for":[107,161,191],"deep":[109],"approaches.":[111],"Different":[112],"types":[113],"examined":[121],"using":[122],"two":[123],"datasets,":[124],"SAM":[125,179],"40":[126,180],"DEAP.":[128],"proposed":[130],"proved":[132],"performing":[134],"enrollment":[135],"in":[136,144,167,173],"relaxed":[138,193],"or":[139],"calm":[140,169],"stressed":[146,175],"negative":[150],"system's":[155],"performance.":[156],"best":[158,183],"achieved":[159],"accuracy":[160,184],"DEAP":[163],"dataset":[164],"was":[165,185],"99.67%":[166],"96.67%":[172],"state.":[176],"For":[177],"dataset,":[181],"99.67%,":[186],"93.33%,":[187],"92.5%,":[188],"91.67%":[190],"caused":[197],"identifying":[199],"mirror":[200],"images,":[201],"Stroop":[203],"color-word":[204],"test,":[205],"solving":[207],"arithmetic":[208],"operations,":[209],"respectively.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
