{"id":"https://openalex.org/W2079922506","doi":"https://doi.org/10.1109/tim.2014.2317296","title":"Automated Biosignal Quality Analysis for Electromyography Using a One-Class Support Vector Machine","display_name":"Automated Biosignal Quality Analysis for Electromyography Using a One-Class Support Vector Machine","publication_year":2014,"publication_date":"2014-04-29","ids":{"openalex":"https://openalex.org/W2079922506","doi":"https://doi.org/10.1109/tim.2014.2317296","mag":"2079922506"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2014.2317296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2014.2317296","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},"type":"article","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/A5065907911","display_name":"G. D. Fraser","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Graham D. Fraser","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057240627","display_name":"Adrian D. C. Chan","orcid":"https://orcid.org/0000-0002-2111-247X"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adrian D. C. Chan","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078223816","display_name":"James R. Green","orcid":"https://orcid.org/0000-0002-6039-2355"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"James R. Green","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009079969","display_name":"Dawn MacIsaac","orcid":"https://orcid.org/0000-0002-2534-899X"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dawn T. MacIsaac","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of New Brunswick, Fredericton, NB, Canada","[Department of Electrical and Computer Engineering, University of New Brunswick, Fredericton, NB Canada]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of New Brunswick, Fredericton, NB, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"[Department of Electrical and Computer Engineering, University of New Brunswick, Fredericton, NB Canada]","institution_ids":["https://openalex.org/I106938459"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065907911"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":5.2311,"has_fulltext":false,"cited_by_count":118,"citation_normalized_percentile":{"value":0.95947118,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"63","issue":"12","first_page":"2919","last_page":"2930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9970999956130981,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9890999794006348,"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/biosignal","display_name":"Biosignal","score":0.7690088748931885},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.724126935005188},{"id":"https://openalex.org/keywords/contamination","display_name":"Contamination","score":0.6117077469825745},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6079130172729492},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5768860578536987},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.5741145014762878},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.544050395488739},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33787333965301514},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.22950860857963562}],"concepts":[{"id":"https://openalex.org/C2779055241","wikidata":"https://www.wikidata.org/wiki/Q644240","display_name":"Biosignal","level":3,"score":0.7690088748931885},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.724126935005188},{"id":"https://openalex.org/C112570922","wikidata":"https://www.wikidata.org/wiki/Q60528603","display_name":"Contamination","level":2,"score":0.6117077469825745},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6079130172729492},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5768860578536987},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.5741145014762878},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.544050395488739},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33787333965301514},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.22950860857963562},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2014.2317296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2014.2317296","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W592024","https://openalex.org/W565631093","https://openalex.org/W629053621","https://openalex.org/W631502863","https://openalex.org/W1574225955","https://openalex.org/W1605883445","https://openalex.org/W1883664232","https://openalex.org/W1964161533","https://openalex.org/W1978860163","https://openalex.org/W1998201949","https://openalex.org/W1998678831","https://openalex.org/W2032802664","https://openalex.org/W2035373201","https://openalex.org/W2039040595","https://openalex.org/W2044346482","https://openalex.org/W2050433098","https://openalex.org/W2058643348","https://openalex.org/W2063555458","https://openalex.org/W2087734463","https://openalex.org/W2095970328","https://openalex.org/W2107142258","https://openalex.org/W2107287089","https://openalex.org/W2108004221","https://openalex.org/W2118273532","https://openalex.org/W2123527701","https://openalex.org/W2125736978","https://openalex.org/W2128725371","https://openalex.org/W2131368080","https://openalex.org/W2132870739","https://openalex.org/W2140885872","https://openalex.org/W2141129296","https://openalex.org/W2144043409","https://openalex.org/W2153635508","https://openalex.org/W2156014240","https://openalex.org/W2162800060","https://openalex.org/W2201925640","https://openalex.org/W2222387666","https://openalex.org/W2414498836","https://openalex.org/W2752573522","https://openalex.org/W2909798177","https://openalex.org/W2970620193","https://openalex.org/W2983885176","https://openalex.org/W3215289130","https://openalex.org/W4239510810","https://openalex.org/W6636042716","https://openalex.org/W6672736425","https://openalex.org/W6678705469","https://openalex.org/W6758156066","https://openalex.org/W6803733277"],"related_works":["https://openalex.org/W4214581441","https://openalex.org/W2053762217","https://openalex.org/W2494432015","https://openalex.org/W2114479223","https://openalex.org/W2134572333","https://openalex.org/W2150501849","https://openalex.org/W1968240874","https://openalex.org/W2080835026","https://openalex.org/W2779694590","https://openalex.org/W4255605830"],"abstract_inverted_index":{"This":[0,180],"paper":[1],"introduces":[2],"the":[3,93,109,113,122,138,155,172],"importance":[4],"of":[5,92,95,103,115,120,134,140,200],"biosignal":[6],"quality":[7],"assessment":[8],"and":[9,49,57,85,159],"presents":[10],"a":[11,35,39,90],"pattern":[12],"classification":[13,156,162],"approach":[14,37],"to":[15,24,184,191,197],"differentiate":[16],"clean":[17,47],"from":[18],"contaminated":[19,53],"electromyography":[20],"(EMG)":[21],"signals.":[22],"Alternatively":[23],"traditional":[25],"bottom-up":[26],"approaches,":[27],"which":[28],"examine":[29],"specific":[30],"contaminants":[31,193],"only,":[32],"we":[33],"present":[34],"top-down":[36],"using":[38],"one-class":[40],"support":[41],"vector":[42],"machine":[43],"(SVM)":[44],"trained":[45],"on":[46,51,112],"EMG":[48,59,110,126,141],"tested":[50],"artificially":[52],"EMG.":[54,203],"Both":[55],"simulated":[56],"real":[58],"are":[60,63],"used.":[61],"Results":[62,98],"evaluated":[64],"for":[65,149],"each":[66,150],"contaminant:":[67],"1)":[68],"power":[69],"line":[70],"interference;":[71,77],"2)":[72],"motion":[73],"artifact;":[74],"3)":[75],"ECG":[76],"4)":[78],"quantization":[79],"noise;":[80],"5)":[81],"analog-to-digital":[82],"converter":[83],"clipping;":[84],"6)":[86],"amplifier":[87],"saturation,":[88],"as":[89,128,143],"function":[91],"level":[94],"signal":[96],"contamination.":[97],"show":[99],"that":[100],"different":[101],"ranges":[102],"contamination":[104,167,201],"can":[105,168],"be":[106,169,185],"detected":[107,170],"in":[108,161,187,202],"depending":[111],"type":[114],"contaminant.":[116],"At":[117],"high":[118],"levels":[119,133],"contamination,":[121,135],"SVM":[123,173],"classifies":[124,137],"all":[125,198],"signals":[127,142],"contaminated,":[129],"whereas":[130],"at":[131],"low":[132],"it":[136,175],"majority":[139],"contaminant":[144,151],"free.":[145],"A":[146],"transition":[147],"point":[148],"is":[152,176,182,195],"identified,":[153],"where":[154],"accuracy":[157],"drops":[158],"variance":[160],"increases.":[163],"In":[164],"some":[165],"cases,":[166],"with":[171],"when":[174],"not":[177],"visually":[178],"discernible.":[179],"method":[181],"shown":[183],"successful":[186],"detecting":[188],"problems":[189],"due":[190],"single":[192],"but":[194],"generic":[196],"forms":[199]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}