{"id":"https://openalex.org/W2294683276","doi":"https://doi.org/10.1109/embc.2015.7318762","title":"Automatic identification of artifacts in electrodermal activity data","display_name":"Automatic identification of artifacts in electrodermal activity data","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2294683276","doi":"https://doi.org/10.1109/embc.2015.7318762","mag":"2294683276","pmid":"https://pubmed.ncbi.nlm.nih.gov/26736662"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7318762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7318762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1721.1/103781","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015112468","display_name":"Sara Taylor","orcid":"https://orcid.org/0009-0006-3216-8838"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Taylor","raw_affiliation_strings":["Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046953322","display_name":"Natasha Jaques","orcid":"https://orcid.org/0000-0002-8413-9469"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Natasha Jaques","raw_affiliation_strings":["Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109685959","display_name":"Weixuan Chen","orcid":"https://orcid.org/0009-0000-7168-1155"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weixuan Chen","raw_affiliation_strings":["Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021334514","display_name":"Szymon Fedor","orcid":"https://orcid.org/0000-0002-9857-0188"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Szymon Fedor","raw_affiliation_strings":["Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061041118","display_name":"Akane Sano","orcid":"https://orcid.org/0000-0003-4484-8946"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akane Sano","raw_affiliation_strings":["Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087366916","display_name":"Rosalind W. Picard","orcid":"https://orcid.org/0000-0002-5661-0022"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rosalind Picard","raw_affiliation_strings":["Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affective Computing-Group, Massachusetts Institute of Technology, Cambridge, U.S","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9953,"has_fulltext":false,"cited_by_count":265,"citation_normalized_percentile":{"value":0.95950181,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"2015","issue":null,"first_page":"1934","last_page":"1937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9968000054359436,"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":0.9968000054359436,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9700000286102295,"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/T12238","display_name":"Green IT and Sustainability","score":0.9585999846458435,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.865206241607666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8051332235336304},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6871840953826904},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.627713680267334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5750712156295776},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.455283522605896},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4263911247253418},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3796977400779724},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09702867269515991}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.865206241607666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051332235336304},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6871840953826904},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.627713680267334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5750712156295776},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.455283522605896},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4263911247253418},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3796977400779724},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09702867269515991},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005712","descriptor_name":"Galvanic Skin Response","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005712","descriptor_name":"Galvanic Skin Response","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005712","descriptor_name":"Galvanic Skin Response","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2015.7318762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7318762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26736662","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26736662","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:dspace.mit.edu:1721.1/103781","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/103781","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"pmh:oai:europepmc.org:4262429","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5413200","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/103781","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/103781","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1548465747","https://openalex.org/W1592747134","https://openalex.org/W1906543112","https://openalex.org/W1985541164","https://openalex.org/W2053566464","https://openalex.org/W2084167516","https://openalex.org/W2085179035","https://openalex.org/W2105036571","https://openalex.org/W2130391731","https://openalex.org/W2136017820","https://openalex.org/W2152021077","https://openalex.org/W2154145109","https://openalex.org/W2953127026","https://openalex.org/W2998216295","https://openalex.org/W4285719527","https://openalex.org/W6675549910","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W2528680939"],"abstract_inverted_index":{"Recently,":[0],"wearable":[1],"devices":[2],"have":[3,70],"allowed":[4],"for":[5,30,43,56,80],"long":[6],"term,":[7],"ambulatory":[8,18],"measurement":[9],"of":[10,51,66],"electrodermal":[11],"activity":[12],"(EDA).":[13],"Despite":[14],"the":[15,49],"fact":[16],"that":[17],"recording":[19,24],"can":[20,26],"be":[21,28],"noisy,":[22],"and":[23,61,82],"artifacts":[25],"easily":[27],"mistaken":[29],"a":[31,52,75],"physiological":[32],"response":[33],"during":[34],"analysis,":[35],"to":[36],"date":[37],"there":[38],"is":[39],"no":[40],"automatic":[41],"method":[42],"detecting":[44,58],"artifacts.":[45],"This":[46],"paper":[47],"describes":[48],"development":[50],"machine":[53],"learning":[54],"algorithm":[55],"automatically":[57],"EDA":[59],"artifacts,":[60],"provides":[62],"an":[63],"empirical":[64],"evaluation":[65],"classification":[67],"performance.":[68],"We":[69],"encoded":[71],"our":[72],"results":[73],"into":[74],"freely":[76],"available":[77],"web-based":[78],"tool":[79],"artifact":[81],"peak":[83],"detection.":[84]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":35},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":38},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}