{"id":"https://openalex.org/W2972191009","doi":"https://doi.org/10.1109/ccoms.2019.8821739","title":"Probability Mapping Based Artifact Detection and Wavelet Denoising based Artifact Removal from Scalp EEG for BCI Applications","display_name":"Probability Mapping Based Artifact Detection and Wavelet Denoising based Artifact Removal from Scalp EEG for BCI Applications","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2972191009","doi":"https://doi.org/10.1109/ccoms.2019.8821739","mag":"2972191009"},"language":"en","primary_location":{"id":"doi:10.1109/ccoms.2019.8821739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccoms.2019.8821739","pdf_url":null,"source":{"id":"https://openalex.org/S4306498485","display_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-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/A5021845215","display_name":"Md. Kafiul Islam","orcid":"https://orcid.org/0000-0001-7654-5726"},"institutions":[{"id":"https://openalex.org/I31669788","display_name":"Independent University","ror":"https://ror.org/05qbbf772","country_code":"BD","type":"education","lineage":["https://openalex.org/I31669788"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Kafiul Islam","raw_affiliation_strings":["Dept. of Electrical and Electronic Engineering, Independent University, Bangladesh, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Electronic Engineering, Independent University, Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I31669788"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040036501","display_name":"Amir Rastegarnia","orcid":"https://orcid.org/0000-0003-4371-310X"},"institutions":[{"id":"https://openalex.org/I4210146087","display_name":"Malayer University","ror":"https://ror.org/03rk9sq81","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210146087"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir Rastegarnia","raw_affiliation_strings":["Dept. of Electrical Engineering, Malayer University, Malayer, Iran"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Malayer University, Malayer, Iran","institution_ids":["https://openalex.org/I4210146087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021845215"],"corresponding_institution_ids":["https://openalex.org/I31669788"],"apc_list":null,"apc_paid":null,"fwci":2.4819,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89330544,"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":"243","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T11447","display_name":"Blind Source Separation Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7933523058891296},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7902442216873169},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7457086443901062},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7129065990447998},{"id":"https://openalex.org/keywords/kurtosis","display_name":"Kurtosis","score":0.6826326251029968},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6004297733306885},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5471171736717224},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.46531370282173157},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.43978026509284973},{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.42241179943084717},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3975064158439636},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11085519194602966},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10591065883636475}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7933523058891296},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7902442216873169},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7457086443901062},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7129065990447998},{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.6826326251029968},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6004297733306885},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5471171736717224},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.46531370282173157},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.43978026509284973},{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.42241179943084717},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3975064158439636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11085519194602966},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10591065883636475},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccoms.2019.8821739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccoms.2019.8821739","pdf_url":null,"source":{"id":"https://openalex.org/S4306498485","display_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1612976328","https://openalex.org/W1694785859","https://openalex.org/W1971981854","https://openalex.org/W2010431503","https://openalex.org/W2011004955","https://openalex.org/W2017144821","https://openalex.org/W2025311305","https://openalex.org/W2036341195","https://openalex.org/W2082076175","https://openalex.org/W2104571942","https://openalex.org/W2106441480","https://openalex.org/W2115194198","https://openalex.org/W2120129518","https://openalex.org/W2128404967","https://openalex.org/W2128495200","https://openalex.org/W2133565549","https://openalex.org/W2137406871","https://openalex.org/W2140105048","https://openalex.org/W2149407814","https://openalex.org/W2150832917","https://openalex.org/W2181785117","https://openalex.org/W2418090813","https://openalex.org/W4240337472","https://openalex.org/W6636383947","https://openalex.org/W6637511375","https://openalex.org/W6671185795","https://openalex.org/W6680782565","https://openalex.org/W6685913841","https://openalex.org/W6963588625"],"related_works":["https://openalex.org/W4225568567","https://openalex.org/W1496883226","https://openalex.org/W4297337052","https://openalex.org/W2028605949","https://openalex.org/W4286378979","https://openalex.org/W2282665605","https://openalex.org/W3216026256","https://openalex.org/W3129919015","https://openalex.org/W4390742338","https://openalex.org/W2037499216"],"abstract_inverted_index":{"In":[0,40],"EEG-based":[1],"Brain-Computer":[2],"Interface":[3],"(BCI)":[4],"applications,":[5],"the":[6,20,51,87,96,105,109,117,142,145,152,161,170,190],"EEG":[7,32,56,119,139,164,177],"recording":[8],"is":[9,75],"often":[10],"contaminated":[11],"by":[12,89,100],"different":[13],"types":[14],"of":[15,27,54,144,172],"artifacts":[16,30,162],"that":[17,48,82,147,184],"can":[18,49,83,123,149,187],"misinterpret":[19],"BCI":[21,180,191,203],"output.":[22],"Automatic":[23],"detection":[24],"and":[25,66,121,129,137,158,197],"removal":[26,73,186],"such":[28],"offending":[29],"from":[31,95,163],"for":[33,179],"online":[34,130],"processing":[35],"pose":[36],"a":[37,45,72,91],"great":[38],"challenge.":[39],"this":[41],"paper,":[42],"we":[43],"present":[44],"novel":[46],"method":[47,74,146],"map":[50],"artifact":[52,185],"probability":[53,93],"an":[55],"epoch":[57,99,101,154],"based":[58,77,202],"on":[59,78],"four":[60],"statistical":[61],"measures:":[62],"entropy,":[63],"kurtosis,":[64],"skewness":[65],"Periodic":[67],"Waveform":[68],"Index":[69],"PWI).":[70],"Then":[71],"adopted":[76],"stationary":[79],"wavelet":[80],"transform":[81],"be":[84,124],"applied":[85,125],"to":[86,107,126,169],"epochs":[88],"setting":[90],"particular":[92],"threshold":[94,110],"user.":[97],"This":[98],"preprocessing":[102],"would":[103],"allow":[104],"user":[106],"tune":[108],"parameters":[111],"after":[112],"some":[113],"initial":[114],"training":[115],"with":[116,134,155,165,176],"same":[118],"recordings":[120],"eventually":[122,159],"both":[127,135,194],"offline":[128],"processing.":[131],"Experimental":[132],"results":[133],"simulated":[136],"real":[138],"data":[140],"prove":[141],"efficacy":[143],"it":[148],"reliably":[150],"trace":[151],"artifactual":[153],"reasonable":[156],"accuracy":[157],"reduces":[160],"very":[166],"little":[167],"distortion":[168],"signal":[171],"interest.":[173],"Further":[174],"testing":[175],"datasets":[178],"experiments":[181],"also":[182],"shows":[183],"significantly":[188],"enhance":[189],"performance":[192],"in":[193],"motor-imagery":[195],"(MI)":[196],"event":[198],"related":[199],"potential":[200],"(ERP)":[201],"applications.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
