{"id":"https://openalex.org/W190888237","doi":"https://doi.org/10.3233/978-1-61499-121-2-228","title":"Electro-Physiological Data Fusion for Stress Detection","display_name":"Electro-Physiological Data Fusion for Stress Detection","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W190888237","doi":"https://doi.org/10.3233/978-1-61499-121-2-228","mag":"190888237","pmid":"https://pubmed.ncbi.nlm.nih.gov/22954861"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-121-2-228","doi":"https://doi.org/10.3233/978-1-61499-121-2-228","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-121-2-228","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","doyens","jufo-1","ki-jl-1","medline","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"volume":null,"type":"book-chapter","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5022190701","display_name":"Alejandro Riera","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210138456","display_name":"Starlab Barcelona SLU (Spain)","ror":"https://ror.org/040cxgs87","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210138456","https://openalex.org/I4405261726"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Riera Alejandro","raw_affiliation_strings":["Starlab Barcelona, Spain. alejandro.riera@starlab.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Starlab Barcelona, Spain. alejandro.riera@starlab.es","institution_ids":["https://openalex.org/I4210138456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081897983","display_name":"Aureli Soria\u2010Frisch","orcid":"https://orcid.org/0000-0002-4704-927X","observed_orcids":["https://orcid.org/0000-0002-4704-927X","https://orcid.org/0000-0002-8125-2925"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soria-Frisch Aureli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008735190","display_name":"Anton Albajes\u2010Eizagirre","orcid":"https://orcid.org/0000-0001-7767-6568","observed_orcids":["https://orcid.org/0000-0001-7767-6568"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Albajes-Eizagirre Anton","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001227155","display_name":"Pietro Cipresso","orcid":"https://orcid.org/0000-0002-0662-7678","observed_orcids":["https://orcid.org/0000-0002-0662-7678"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cipresso Pietro","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Grau Carles","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grau Carles","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Dunne Stephen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dunne Stephen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5048003361","display_name":"Giulio Ruffini","orcid":"https://orcid.org/0000-0003-3084-0177","observed_orcids":["https://orcid.org/0000-0003-3084-0177"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruffini Giulio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4445,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9094554,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":98},"biblio":{"volume":"181","issue":null,"first_page":"228","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9848999977111816,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9848999977111816,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.0142000000923872,"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":0.00019999999494757503,"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/stress-detection","display_name":"stress detection","score":0.9559999704360962},{"id":"https://openalex.org/keywords/cognitive-stress","display_name":"cognitive stress","score":0.7870000004768372},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.6629999876022339},{"id":"https://openalex.org/keywords/facial-electromyography","display_name":"facial electromyography","score":0.8450000286102295},{"id":"https://openalex.org/keywords/corrugator-supercilii","display_name":"corrugator supercilii","score":0.9440000057220459},{"id":"https://openalex.org/keywords/zygomaticus-major","display_name":"zygomaticus major","score":0.9160000085830688},{"id":"https://openalex.org/keywords/alpha-asymmetry","display_name":"alpha asymmetry","score":0.8389999866485596},{"id":"https://openalex.org/keywords/alpha-beta-ratio","display_name":"alpha/beta ratio","score":0.9990000128746033},{"id":"https://openalex.org/keywords/multimodal-fusion","display_name":"multimodal fusion","score":0.8709999918937683},{"id":"https://openalex.org/keywords/stress-classification","display_name":"stress classification","score":0.6990000009536743},{"id":"https://openalex.org/keywords/stress-therapy","display_name":"stress therapy","score":0.7099999785423279},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"virtual reality","score":0.9980000257492065}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7332703471183777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6800960302352905},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5834435224533081},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5554029941558838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.553863525390625},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.5360816717147827},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4608027935028076},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4526888132095337},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43275317549705505},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38979196548461914},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.2067069411277771},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16827580332756042},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12004372477531433},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07593905925750732},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D005240","descriptor_name":"Feasibility Studies","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":"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":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-121-2-228","doi":"https://doi.org/10.3233/978-1-61499-121-2-228","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-121-2-228","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","doyens","jufo-1","ki-jl-1","medline","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:22954861","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22954861","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,"listed_in":[],"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":"Studies in health technology and informatics","raw_type":"Journal Article"},{"id":"mag:190888237","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22954861","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,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2120357670","https://openalex.org/W2120767057","https://openalex.org/W2144961120","https://openalex.org/W2149628368"],"related_works":["https://openalex.org/W7127626572","https://openalex.org/W2189239730","https://openalex.org/W2899009493","https://openalex.org/W4360989170","https://openalex.org/W7138008904","https://openalex.org/W7214746167","https://openalex.org/W7147586934","https://openalex.org/W4392706073","https://openalex.org/W4389274321","https://openalex.org/W3088203651"],"abstract_inverted_index":{"In":[0,48],"this":[1,149],"work":[2,150],"we":[3,52,107],"describe":[4],"the":[5,30,36,69,73,112,118,129,142,145],"performance":[6,144],"evaluation":[7],"of":[8,38,72],"a":[9,49,84,104,134],"system":[10,146],"for":[11,155],"stress":[12,28,70,137,156],"detection.":[13],"The":[14,32],"analysed":[15],"data":[16],"is":[17],"acquired":[18],"by":[19,87],"following":[20],"an":[21],"experimental":[22,33],"protocol":[23],"designed":[24],"to":[25,29,55,96,111],"induce":[26],"cognitive":[27],"subjects.":[31],"set-up":[34],"included":[35],"recording":[37],"electroencephalography":[39],"(EEG)":[40],"and":[41,44,61],"facial":[42],"(corrugator":[43],"zygomatic)":[45],"electromyography":[46],"(EMG).":[47],"preliminary":[50],"analysis":[51],"are":[53],"able":[54],"correlate":[56],"EEG":[57,121],"features":[58,122],"(alpha":[59],"asymmetry":[60],"alpha/beta":[62],"ratio":[63],"using":[64,77,88],"only":[65],"3":[66,100],"channels)":[67],"with":[68,123,160],"level":[71],"subjects":[74],"statistically":[75],"(by":[76],"averages":[78],"over":[79],"subjects)":[80],"but":[81],"also":[82],"on":[83],"subject-to-subject":[85],"basis":[86],"computational":[89],"intelligence":[90],"techniques":[91,110],"reaching":[92],"classification":[93],"rates":[94],"up":[95],"79%":[97],"when":[98,158],"classifying":[99],"minutes":[101],"takes.":[102],"On":[103],"second":[105],"step,":[106],"apply":[108],"fusion":[109],"overall":[113],"multi-modal":[114],"feature":[115],"set":[116],"fusing":[117],"formerly":[119],"mentioned":[120],"EMG":[124],"energy.":[125],"We":[126],"show":[127],"that":[128],"results":[130],"improve":[131],"significantly":[132],"providing":[133],"more":[135],"robust":[136],"index":[138],"every":[139],"second.":[140],"Given":[141],"achieved":[143],"described":[147],"in":[148],"can":[151],"be":[152],"successfully":[153],"applied":[154],"therapy":[157],"combined":[159],"virtual":[161],"reality.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}