{"id":"https://openalex.org/W2613461394","doi":"https://doi.org/10.1504/ijista.2017.10005101","title":"EEG signals classifications of motor imagery using adaptive neuro-fuzzy inference system and interval type-2 fuzzy system","display_name":"EEG signals classifications of motor imagery using adaptive neuro-fuzzy inference system and interval type-2 fuzzy system","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2613461394","doi":"https://doi.org/10.1504/ijista.2017.10005101","mag":"2613461394"},"language":"en","primary_location":{"id":"doi:10.1504/ijista.2017.10005101","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijista.2017.10005101","pdf_url":null,"source":{"id":"https://openalex.org/S142907639","display_name":"International Journal of Intelligent Systems Technologies and Applications","issn_l":"1740-8865","issn":["1740-8865","1740-8873"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems Technologies and Applications","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/A5024057651","display_name":"Neveen I. Ghali","orcid":"https://orcid.org/0000-0002-8177-0765"},"institutions":[{"id":"https://openalex.org/I184834183","display_name":"Al-Azhar University","ror":"https://ror.org/05fnp1145","country_code":"EG","type":"education","lineage":["https://openalex.org/I184834183"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Neveen I. Ghali","raw_affiliation_strings":["Department of Computer Science, Al-azhar University, Cairo 11651, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-azhar University, Cairo 11651, Egypt","institution_ids":["https://openalex.org/I184834183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045926954","display_name":"Rabie \u0391. Ramadan","orcid":"https://orcid.org/0000-0002-0281-9381"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Rabie A. Ramadan","raw_affiliation_strings":["Department of Computer Engineering, Cairo University, Cairo 12613, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Cairo University, Cairo 12613, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044077487","display_name":"Shereen A. El-aal","orcid":"https://orcid.org/0000-0001-9603-5758"},"institutions":[{"id":"https://openalex.org/I184834183","display_name":"Al-Azhar University","ror":"https://ror.org/05fnp1145","country_code":"EG","type":"education","lineage":["https://openalex.org/I184834183"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Shereen A. El aal","raw_affiliation_strings":["Department of Computer Science, Al-azhar University, Cairo 11651, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-azhar University, Cairo 11651, Egypt","institution_ids":["https://openalex.org/I184834183"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.05088413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"16","issue":"2","first_page":"106","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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":0.9997000098228455,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9940000176429749,"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/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7120415568351746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6653551459312439},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6652207374572754},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.6297492384910583},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6272771954536438},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6256576776504517},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5508555769920349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5400922894477844},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47045934200286865},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.42885348200798035},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.42367085814476013},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.38720688223838806},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34399178624153137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32010793685913086},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09029504656791687}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7120415568351746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6653551459312439},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6652207374572754},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.6297492384910583},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6272771954536438},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6256576776504517},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5508555769920349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5400922894477844},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47045934200286865},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.42885348200798035},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.42367085814476013},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.38720688223838806},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34399178624153137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32010793685913086},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09029504656791687},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijista.2017.10005101","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijista.2017.10005101","pdf_url":null,"source":{"id":"https://openalex.org/S142907639","display_name":"International Journal of Intelligent Systems Technologies and Applications","issn_l":"1740-8865","issn":["1740-8865","1740-8873"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems Technologies and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W68208304","https://openalex.org/W101249353","https://openalex.org/W142953507","https://openalex.org/W642682467","https://openalex.org/W1971029950","https://openalex.org/W1992852845","https://openalex.org/W1994319577","https://openalex.org/W2038120455","https://openalex.org/W2040008997","https://openalex.org/W2101672699","https://openalex.org/W2102176429","https://openalex.org/W2102656034","https://openalex.org/W2106581202","https://openalex.org/W2110863214","https://openalex.org/W2133651939","https://openalex.org/W2137721565","https://openalex.org/W2142197234","https://openalex.org/W2157041604","https://openalex.org/W2171659800","https://openalex.org/W2171746059","https://openalex.org/W2334831594","https://openalex.org/W2766474877"],"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/W2944296668"],"abstract_inverted_index":{"Brain":[0],"computer":[1],"interface":[2],"(BCI)":[3],"techniques":[4],"are":[5,85,117,138],"used":[6],"to":[7,11,15,31,105],"help":[8],"disabled":[9],"people":[10],"translate":[12],"brain":[13],"signals":[14],"control":[16],"commands":[17],"imitating":[18],"specific":[19],"human":[20],"thinking":[21],"based":[22],"on":[23,112],"electroencephalography":[24],"(EEG)":[25],"signal":[26],"processing.":[27],"The":[28,44,109,128],"paper":[29,45,110],"tries":[30],"accurately":[32],"classify":[33],"motor":[34],"imagery":[35],"imagination":[36],"tasks,":[37],"e.g.,":[38],"left":[39],"and":[40,69,94,123,136],"right":[41],"hand":[42],"movement.":[43],"utilises":[46],"different":[47,82,114],"methods":[48,84],"for":[49],"such":[50,87],"classification":[51,129],"including:":[52],"(1)":[53],"adaptive":[54],"neuro":[55],"fuzzy":[56,73,91],"inference":[57],"system":[58,74],"(ANFIS);":[59],"(2)":[60],"K-nearest":[61],"neighbour":[62],"(KNN);":[63],"(3)":[64],"linear":[65],"discriminant":[66],"analysis":[67],"(LDA)":[68],"(4)":[70],"interval":[71],"Type-2":[72],"(IT2-FS)":[75],"classifiers.":[76],"In":[77],"addition,":[78],"with":[79,131],"ANFIS":[80],"approach,":[81],"clustering":[83,93,102],"examined":[86],"as":[88],"Subtractive":[89],"clustering,":[90],"C-means":[92],"K-means":[95],"clustering.":[96],"At":[97],"the":[98,106],"same":[99],"time,":[100],"subtractiveType-2":[101],"is":[103],"applied":[104],"received":[107],"signals.":[108],"focuses":[111],"three":[113],"features":[115],"which":[116],"AR":[118],"coefficients,":[119],"Band":[120],"Power":[121],"Frequency,":[122],"common":[124],"spatial":[125],"pattern":[126],"(CSP).":[127],"accuracies":[130],"two":[132],"optimal":[133],"channels":[134],"C3":[135],"C4":[137],"investigated.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}