{"id":"https://openalex.org/W1914647933","doi":"https://doi.org/10.1109/mfi.2015.7295805","title":"Emotional state and cognitive load analysis using features from BVP and SC sensors","display_name":"Emotional state and cognitive load analysis using features from BVP and SC sensors","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W1914647933","doi":"https://doi.org/10.1109/mfi.2015.7295805","mag":"1914647933"},"language":"en","primary_location":{"id":"doi:10.1109/mfi.2015.7295805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mfi.2015.7295805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5008695406","display_name":"Ramazan G\u00f6kay","orcid":null},"institutions":[{"id":"https://openalex.org/I100072489","display_name":"Yeditepe University","ror":"https://ror.org/025mx2575","country_code":"TR","type":"education","lineage":["https://openalex.org/I100072489"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ramazan Gokay","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul, Turkey","\u2020Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul 34755, TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul, Turkey","institution_ids":["https://openalex.org/I100072489"]},{"raw_affiliation_string":"\u2020Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul 34755, TURKEY","institution_ids":["https://openalex.org/I100072489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031876366","display_name":"Engin Ma\u015fazade","orcid":"https://orcid.org/0000-0002-1871-2378"},"institutions":[{"id":"https://openalex.org/I100072489","display_name":"Yeditepe University","ror":"https://ror.org/025mx2575","country_code":"TR","type":"education","lineage":["https://openalex.org/I100072489"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Engin Masazade","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul, Turkey","\u2020Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul 34755, TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul, Turkey","institution_ids":["https://openalex.org/I100072489"]},{"raw_affiliation_string":"\u2020Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul 34755, TURKEY","institution_ids":["https://openalex.org/I100072489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034206042","display_name":"\u00c7a\u011fla Ayd\u0131n","orcid":"https://orcid.org/0000-0002-3078-7065"},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cagla Aydin","raw_affiliation_strings":["Faculty of Arts and Social Sciences, Sabanci University, Istanbul, Turkey","Faculty of Arts and Social Sciences, Sabanci University, Istanbul, 34956, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Arts and Social Sciences, Sabanci University, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]},{"raw_affiliation_string":"Faculty of Arts and Social Sciences, Sabanci University, Istanbul, 34956, Turkey","institution_ids":["https://openalex.org/I134235054"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000054459","display_name":"Duygun Erol Barkana","orcid":"https://orcid.org/0000-0002-8929-0459"},"institutions":[{"id":"https://openalex.org/I100072489","display_name":"Yeditepe University","ror":"https://ror.org/025mx2575","country_code":"TR","type":"education","lineage":["https://openalex.org/I100072489"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Duygun Erol-Barkana","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul, Turkey","\u2020Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul 34755, TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul, Turkey","institution_ids":["https://openalex.org/I100072489"]},{"raw_affiliation_string":"\u2020Department of Electrical and Electronics Engineering, Yeditepe University, Istanbul 34755, TURKEY","institution_ids":["https://openalex.org/I100072489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8212,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.64488156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"178","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9980999827384949,"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":0.9980999827384949,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.993399977684021,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stroop-effect","display_name":"Stroop effect","score":0.848135232925415},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6672675609588623},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.5608747005462646},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.5371341109275818},{"id":"https://openalex.org/keywords/skin-conductance","display_name":"Skin conductance","score":0.5203368663787842},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5024712085723877},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.494639128446579},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.4018571972846985},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3904229700565338},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35763391852378845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3396494388580322},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23428362607955933},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17757660150527954},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15531155467033386},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1096523106098175},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.10243797302246094}],"concepts":[{"id":"https://openalex.org/C162967406","wikidata":"https://www.wikidata.org/wiki/Q384176","display_name":"Stroop effect","level":3,"score":0.848135232925415},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6672675609588623},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.5608747005462646},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.5371341109275818},{"id":"https://openalex.org/C111902132","wikidata":"https://www.wikidata.org/wiki/Q1326834","display_name":"Skin conductance","level":2,"score":0.5203368663787842},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5024712085723877},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.494639128446579},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.4018571972846985},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3904229700565338},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35763391852378845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3396494388580322},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23428362607955933},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17757660150527954},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15531155467033386},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1096523106098175},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.10243797302246094},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mfi.2015.7295805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mfi.2015.7295805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)","raw_type":"proceedings-article"},{"id":"pmh:oai:research.sabanciuniv.edu:27043","is_oa":false,"landing_page_url":"https://research.sabanciuniv.edu/id/eprint/27043/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W142678722","https://openalex.org/W149048848","https://openalex.org/W1602360832","https://openalex.org/W1978941942","https://openalex.org/W1987011554","https://openalex.org/W2002055708","https://openalex.org/W2019771222","https://openalex.org/W2021682498","https://openalex.org/W2032091591","https://openalex.org/W2035011704","https://openalex.org/W2037121244","https://openalex.org/W2047292580","https://openalex.org/W2049459548","https://openalex.org/W2058649375","https://openalex.org/W2076395788","https://openalex.org/W2090623669","https://openalex.org/W2095282869","https://openalex.org/W2099404580","https://openalex.org/W2107584541","https://openalex.org/W2109314266","https://openalex.org/W2113022628","https://openalex.org/W2120357670","https://openalex.org/W2120880646","https://openalex.org/W2121743459","https://openalex.org/W2124037319","https://openalex.org/W2132175441","https://openalex.org/W2132332338","https://openalex.org/W2159424445","https://openalex.org/W2160429488","https://openalex.org/W2160985876","https://openalex.org/W2162432365","https://openalex.org/W2170503964","https://openalex.org/W2293081071","https://openalex.org/W3041351168","https://openalex.org/W6605969703","https://openalex.org/W6678102338","https://openalex.org/W6780615159"],"related_works":["https://openalex.org/W1970555053","https://openalex.org/W4241390462","https://openalex.org/W2053629062","https://openalex.org/W2057396539","https://openalex.org/W3205260276","https://openalex.org/W2091287875","https://openalex.org/W2412548067","https://openalex.org/W2368315872","https://openalex.org/W2061347168","https://openalex.org/W2384997297"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"our":[3],"goal":[4],"is":[5],"to":[6,23],"map":[7],"the":[8,57,71,75,81,106,118],"psychophysiological":[9,32],"signal":[10],"features":[11,61,103,115],"obtained":[12],"from":[13],"Blood":[14],"Volume":[15],"Pulse":[16],"(BVP)":[17],"and":[18,28,42,52,59,70,90,99,109,111],"Skin":[19],"Conductance":[20],"(SC)":[21],"sensors":[22],"each":[24],"subjects":[25],"emotional":[26,50,88,107],"state":[27,51,89],"cognitive":[29,53,91,119],"load.":[30,54,120],"The":[31],"signals":[33],"are":[34,101,113],"collected":[35],"under":[36],"tests":[37],"(Stroop":[38],"test,":[39,41],"math":[40],"event":[43],"recall":[44],"test)":[45],"targeting":[46],"different":[47],"levels":[48],"of":[49,80],"We":[55],"use":[56],"SC":[58],"BVP":[60],"as":[62],"skin":[63],"conductance":[64],"response":[65],"(SCR),":[66],"heart":[67,82],"rate":[68,83],"(HR),":[69],"spectral":[72],"power":[73],"in":[74],"low":[76],"frequency":[77],"(LF)":[78],"band":[79],"variability":[84],"(HRV)":[85],"spectrum":[86],"for":[87,104,116],"load":[92],"analysis.":[93],"Our":[94],"results":[95],"show":[96],"that":[97],"HR":[98],"SCR":[100,112],"indicative":[102,114],"determining":[105,117],"state,":[108],"LF":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
