{"id":"https://openalex.org/W2294758775","doi":"https://doi.org/10.1109/embc.2015.7319459","title":"A computationally efficient order statistics based outlier detection technique for EEG signals","display_name":"A computationally efficient order statistics based outlier detection technique for EEG signals","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2294758775","doi":"https://doi.org/10.1109/embc.2015.7319459","mag":"2294758775","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737359"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319459","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":"conference-paper","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/A5045713215","display_name":"Bapun Giri","orcid":"https://orcid.org/0000-0003-4599-7556"},"institutions":[{"id":"https://openalex.org/I127439422","display_name":"Indian Institute of Science Education and Research Kolkata","ror":"https://ror.org/00djv2c17","country_code":"IN","type":"education","lineage":["https://openalex.org/I127439422"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bapun K. Giri","raw_affiliation_strings":["Dept. of Physical Sciences, IISER, Kolkata, Mohanpur, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Physical Sciences, IISER, Kolkata, Mohanpur, INDIA","institution_ids":["https://openalex.org/I127439422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002835417","display_name":"Soumajyoti Sarkar","orcid":"https://orcid.org/0000-0002-4100-1160"},"institutions":[{"id":"https://openalex.org/I98365261","display_name":"Indian Institute of Engineering Science and Technology, Shibpur","ror":"https://ror.org/02ytfzr55","country_code":"IN","type":"education","lineage":["https://openalex.org/I98365261"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Soumajyoti Sarkar","raw_affiliation_strings":["Dept of Computer Science, IIEST, Shibpur, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of Computer Science, IIEST, Shibpur, INDIA","institution_ids":["https://openalex.org/I98365261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067919073","display_name":"Satyaki Mazumder","orcid":null},"institutions":[{"id":"https://openalex.org/I127439422","display_name":"Indian Institute of Science Education and Research Kolkata","ror":"https://ror.org/00djv2c17","country_code":"IN","type":"education","lineage":["https://openalex.org/I127439422"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Satyaki Mazumder","raw_affiliation_strings":["Dept. of Mathematics and Statistic, IISER, Kolkata, Mohanpur, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics and Statistic, IISER, Kolkata, Mohanpur, INDIA","institution_ids":["https://openalex.org/I127439422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102005247","display_name":"Koel Das","orcid":"https://orcid.org/0000-0001-5727-2152"},"institutions":[{"id":"https://openalex.org/I127439422","display_name":"Indian Institute of Science Education and Research Kolkata","ror":"https://ror.org/00djv2c17","country_code":"IN","type":"education","lineage":["https://openalex.org/I127439422"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Koel Das","raw_affiliation_strings":["Dept. of Mathematics and Statistic, IISER, Kolkata, Mohanpur, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics and Statistic, IISER, Kolkata, Mohanpur, INDIA","institution_ids":["https://openalex.org/I127439422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2428,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46795458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2015","issue":null,"first_page":"4765","last_page":"4768"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9965000152587891,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9955999851226807,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9769999980926514,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.8070886731147766},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7925745248794556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7669917941093445},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7388303279876709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6336551308631897},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6104432344436646},{"id":"https://openalex.org/keywords/higher-order-statistics","display_name":"Higher-order statistics","score":0.5733135938644409},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5716290473937988},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.26854658126831055},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16338586807250977},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.07079654932022095}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.8070886731147766},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7925745248794556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7669917941093445},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7388303279876709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6336551308631897},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6104432344436646},{"id":"https://openalex.org/C2780576426","wikidata":"https://www.wikidata.org/wiki/Q5757980","display_name":"Higher-order statistics","level":4,"score":0.5733135938644409},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5716290473937988},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.26854658126831055},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16338586807250977},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.07079654932022095},{"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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001767","descriptor_name":"Blinking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001767","descriptor_name":"Blinking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001767","descriptor_name":"Blinking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","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":"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":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2015.7319459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319459","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:26737359","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737359","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W75995438","https://openalex.org/W1940858164","https://openalex.org/W1989758052","https://openalex.org/W2008801822","https://openalex.org/W2009782817","https://openalex.org/W2011957681","https://openalex.org/W2023869733","https://openalex.org/W2054392873","https://openalex.org/W2109483429","https://openalex.org/W2119351517","https://openalex.org/W2120129518","https://openalex.org/W2125727363","https://openalex.org/W2128495200","https://openalex.org/W2129249398","https://openalex.org/W2130628576","https://openalex.org/W2138178674","https://openalex.org/W2141330748","https://openalex.org/W2149407814","https://openalex.org/W2150665176","https://openalex.org/W2168182791","https://openalex.org/W2169064120","https://openalex.org/W2320553484","https://openalex.org/W6640709309","https://openalex.org/W6724112809"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W3006513224","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":{"Detecting":[0],"artifacts":[1,78],"in":[2,20,52,75,85],"EEG":[3,21,44,68,77,86],"data":[4],"produced":[5],"by":[6,47],"muscle":[7],"activity,":[8],"eye":[9],"blinks":[10],"and":[11,17,66],"electrical":[12],"noise":[13],"is":[14,61],"a":[15,25,36,94],"common":[16],"important":[18],"problem":[19],"applications.":[22,87],"We":[23,34],"present":[24],"novel":[26],"outlier":[27,54,81,96],"detection":[28,48,82,97],"method":[29,60,90],"based":[30],"on":[31],"order":[32],"statistics.":[33],"propose":[35],"2":[37],"step":[38],"procedure":[39],"comprising":[40],"of":[41,49,58,102],"detecting":[42,76],"noisy":[43,50,103],"channels":[45],"followed":[46],"epochs":[51],"the":[53],"channels.":[55],"The":[56,88],"performance":[57],"our":[59],"tested":[62],"systematically":[63],"using":[64],"simulated":[65],"real":[67],"data.":[69],"Our":[70],"technique":[71,83],"produces":[72],"significant":[73],"improvement":[74],"over":[79],"state-of-the-art":[80],"used":[84],"proposed":[89],"can":[91],"serve":[92],"as":[93],"general":[95],"tool":[98],"for":[99],"different":[100],"types":[101],"signals.":[104]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}