{"id":"https://openalex.org/W2898920833","doi":"https://doi.org/10.1109/embc.2018.8512238","title":"FBCSP-based Multi-class Motor Imagery Classification using BP and TDP features","display_name":"FBCSP-based Multi-class Motor Imagery Classification using BP and TDP features","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2898920833","doi":"https://doi.org/10.1109/embc.2018.8512238","mag":"2898920833","pmid":"https://pubmed.ncbi.nlm.nih.gov/30440376"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8512238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th 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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060314027","display_name":"Waseem Abbas","orcid":"https://orcid.org/0000-0003-1978-1161"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Waseem Abbas","raw_affiliation_strings":["Lahore University of Management Sciences, Lahore, PK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lahore University of Management Sciences, Lahore, PK","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076494637","display_name":"Nadeem A. Khan","orcid":"https://orcid.org/0000-0003-4366-9639"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nadeem Ahmad Khan","raw_affiliation_strings":["Lahore University of Management Sciences, Lahore, PK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lahore University of Management Sciences, Lahore, PK","institution_ids":["https://openalex.org/I207789805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1553,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.77362132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2018","issue":null,"first_page":"215","last_page":"218"},"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":0.9945999979972839,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9915000200271606,"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/motor-imagery","display_name":"Motor imagery","score":0.8653547763824463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7375303506851196},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6885858178138733},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6398367285728455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6169513463973999},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6049214601516724},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5284989476203918},{"id":"https://openalex.org/keywords/cohens-kappa","display_name":"Cohen's kappa","score":0.46869778633117676},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45153361558914185},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.44848382472991943},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.436527281999588},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.436275839805603},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.36577433347702026},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21290358901023865}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.8653547763824463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7375303506851196},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6885858178138733},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6398367285728455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6169513463973999},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6049214601516724},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5284989476203918},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.46869778633117676},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45153361558914185},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.44848382472991943},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.436527281999588},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.436275839805603},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.36577433347702026},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21290358901023865},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","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":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8512238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30440376","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30440376","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":16,"referenced_works":["https://openalex.org/W1969878365","https://openalex.org/W1975226595","https://openalex.org/W2038120455","https://openalex.org/W2098725211","https://openalex.org/W2119163516","https://openalex.org/W2132360759","https://openalex.org/W2140413964","https://openalex.org/W2549162964","https://openalex.org/W2562754841","https://openalex.org/W2580413694","https://openalex.org/W2605982822","https://openalex.org/W2739402555","https://openalex.org/W2740113900","https://openalex.org/W2769903690","https://openalex.org/W2774366380","https://openalex.org/W6679555981"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W2064636555","https://openalex.org/W195417223","https://openalex.org/W2585503716","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W2510077457"],"abstract_inverted_index":{"Use":[0],"of":[1,64,82,89,98,112],"Motor":[2,44],"Imagery":[3,45],"in":[4,17,43],"EEG":[5,50],"signals":[6],"is":[7,32,85],"gaining":[8],"importance":[9],"to":[10,23,38,74,93],"develop":[11],"Brain":[12],"Computer":[13],"Interface":[14],"(BCI)":[15],"applications":[16],"various":[18],"fields":[19],"ranging":[20],"from":[21],"bio-medical":[22],"entertainment.":[24],"Filter":[25],"Bank":[26],"Common":[27],"Spatial":[28],"Pattern":[29],"(FBCSP)":[30],"algorithm":[31],"a":[33,76],"promising":[34],"feature":[35,78],"extraction":[36],"technique":[37],"deal":[39],"with":[40,137],"subject-specific":[41],"behavior":[42,97],"classification.":[46],"Using":[47],"FBCSP":[48,134],"on":[49,115],"we":[51],"have":[52],"developed":[53],"an":[54],"accurate":[55],"but":[56],"less":[57],"computationally":[58],"expensive":[59],"approach":[60,84],"by":[61],"making":[62],"use":[63,88],"Time":[65],"Domain":[66],"Parameters":[67],"(TDP)":[68],"and":[69,102,118],"Band":[70],"Power":[71],"(BP)":[72],"features":[73],"form":[75],"combined":[77],"set.":[79],"The":[80],"novelty":[81],"our":[83],"also":[86],"the":[87,110,130,138],"optimal":[90],"time":[91],"segmentation":[92],"overcome":[94],"non-stationary":[95],"state":[96],"Event-Related":[99,103],"Desynchronization":[100],"(ERD)":[101],"Synchronization":[104],"(ERS)":[105],"over":[106],"time.":[107],"We":[108],"analyzed":[109],"impact":[111],"parameter":[113],"variations":[114],"classification":[116],"accuracy":[117],"achieved":[119],"0.59":[120],"mean":[121],"kappa":[122],"value":[123],"for":[124,133],"Dataset":[125],"2a":[126],"BCI":[127],"competition":[128],"IV,":[129],"highest":[131],"reported":[132],"approaches,":[135],"along":[136],"lowest":[139],"inter-subject":[140],"variation.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
