{"id":"https://openalex.org/W2171607055","doi":"https://doi.org/10.1109/ijcnn.2009.5178939","title":"On classifiability of wavelet features for EEG-based brain-computer interfaces","display_name":"On classifiability of wavelet features for EEG-based brain-computer interfaces","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2171607055","doi":"https://doi.org/10.1109/ijcnn.2009.5178939","mag":"2171607055"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2009.5178939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5178939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","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/A5030601545","display_name":"Jesse Sherwood","orcid":null},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jesse Sherwood","raw_affiliation_strings":["University of Missouri Kansas City, Kansas City, MO, US"],"affiliations":[{"raw_affiliation_string":"University of Missouri Kansas City, Kansas City, MO, US","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067923262","display_name":"Reza Derakhshani","orcid":"https://orcid.org/0000-0001-7499-4384"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Derakhshani","raw_affiliation_strings":["University of Missouri Kansas City, Kansas City, MO, US"],"affiliations":[{"raw_affiliation_string":"University of Missouri Kansas City, Kansas City, MO, US","institution_ids":["https://openalex.org/I75421653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030601545"],"corresponding_institution_ids":["https://openalex.org/I75421653"],"apc_list":null,"apc_paid":null,"fwci":2.11,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.86742013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"113","issue":null,"first_page":"2895","last_page":"2902"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9945999979972839,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9901000261306763,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7679868340492249},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7258024215698242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7218984961509705},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.714313268661499},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6847037076950073},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6771198511123657},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6721402406692505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6497633457183838},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.5766404271125793},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5014891624450684},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5006840229034424},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4635452628135681},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.4230331778526306},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1018807590007782}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7679868340492249},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7258024215698242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7218984961509705},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.714313268661499},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6847037076950073},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6771198511123657},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6721402406692505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6497633457183838},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.5766404271125793},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5014891624450684},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5006840229034424},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4635452628135681},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.4230331778526306},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1018807590007782},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2009.5178939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5178939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.156.5665","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.5665","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www1.sce.umkc.edu/cibit/papers/On%20Classifiability%20of%20Wavelet%20Based%20EEG%20Features.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W203018206","https://openalex.org/W282155574","https://openalex.org/W1483513243","https://openalex.org/W1498494124","https://openalex.org/W1506806321","https://openalex.org/W1516227855","https://openalex.org/W1608735834","https://openalex.org/W1658679052","https://openalex.org/W1663973292","https://openalex.org/W1883664232","https://openalex.org/W1970352604","https://openalex.org/W1985249211","https://openalex.org/W1995945562","https://openalex.org/W2024160113","https://openalex.org/W2037181055","https://openalex.org/W2039930961","https://openalex.org/W2059915684","https://openalex.org/W2064264510","https://openalex.org/W2075647286","https://openalex.org/W2097657818","https://openalex.org/W2098895904","https://openalex.org/W2099509424","https://openalex.org/W2102757742","https://openalex.org/W2106006415","https://openalex.org/W2112421596","https://openalex.org/W2115755118","https://openalex.org/W2121675442","https://openalex.org/W2122342779","https://openalex.org/W2124776405","https://openalex.org/W2125675750","https://openalex.org/W2125992711","https://openalex.org/W2128404967","https://openalex.org/W2128772296","https://openalex.org/W2134520485","https://openalex.org/W2139212933","https://openalex.org/W2140539276","https://openalex.org/W2149072817","https://openalex.org/W2156849207","https://openalex.org/W2483797636","https://openalex.org/W2751318774","https://openalex.org/W2890424609","https://openalex.org/W3010521003","https://openalex.org/W3193477162","https://openalex.org/W4230375458","https://openalex.org/W4236173595","https://openalex.org/W4285719527","https://openalex.org/W4302067267","https://openalex.org/W6674790063","https://openalex.org/W6679342049"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W2510077457","https://openalex.org/W3045772920","https://openalex.org/W2047816336"],"abstract_inverted_index":{"Given":[0],"their":[1],"multiresolution":[2],"temporal":[3],"and":[4,15,40,54,75,89,118],"spectral":[5],"locality,":[6],"wavelets":[7],"are":[8,57,69],"powerful":[9],"candidates":[10],"for":[11,22,71,84,90],"decomposition,":[12],"feature":[13,28],"extraction,":[14],"classification":[16,44],"of":[17,37,46,80,113,129],"non-stationary":[18],"electroencephalographic":[19],"(EEG)":[20],"signals":[21,48],"brain-computer":[23],"interface":[24],"(BCI)":[25],"applications.":[26],"Wavelet":[27,122],"extraction":[29],"methods":[30,68,106,117],"offer":[31],"several":[32],"options":[33],"through":[34],"the":[35,127,132],"choice":[36],"wavelet":[38],"families":[39],"decomposition":[41],"architectures.":[42],"The":[43,105],"results":[45],"EEG":[47,114],"generated":[49],"from":[50],"imagined":[51,72,86],"motor,":[52,73],"cognitive,":[53],"affective":[55,76,92],"tasks":[56,93,98],"presented":[58,135],"using":[59],"support":[60],"vector":[61],"machine":[62],"(SVM)":[63],"classifiers,":[64],"indicating":[65],"that":[66],"these":[67],"suitable":[70],"cognitive":[74,97],"classification.":[77],"Classifier":[78],"performances":[79],"better":[81],"than":[82],"80%":[83],"six":[85],"motor":[87],"tasks,":[88],"two":[91],"were":[94,99,134],"achieved.":[95],"Three":[96],"successfully":[100],"classified":[101],"with":[102,110,136],"70%":[103],"accuracy.":[104],"can":[107],"be":[108],"used":[109],"a":[111],"variety":[112],"signal":[115],"reference":[116],"electrode":[119],"placement":[120],"locations.":[121],"features":[123],"performed":[124],"satisfactorily":[125],"in":[126],"presence":[128],"noise":[130],"when":[131],"classifiers":[133],"contaminated":[137],"training":[138],"data.":[139]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}