{"id":"https://openalex.org/W2130812354","doi":"https://doi.org/10.1109/fuzzy.2006.1681772","title":"Epileptic Seizure Detection Using Neural Fuzzy Networks","display_name":"Epileptic Seizure Detection Using Neural Fuzzy Networks","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2130812354","doi":"https://doi.org/10.1109/fuzzy.2006.1681772","mag":"2130812354"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2006.1681772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Fuzzy Systems","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/A5053177282","display_name":"Nasser Sadati","orcid":"https://orcid.org/0000-0002-2047-4639"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"N. Sadati","raw_affiliation_strings":["Department of Electrical Engineering, Intelligent Systems Laboratory, Sharif University of Technology, Tehran, Iran","Sharif Univ.of Technol., Tehran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Intelligent Systems Laboratory, Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]},{"raw_affiliation_string":"Sharif Univ.of Technol., Tehran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102714890","display_name":"H. Mohseni","orcid":"https://orcid.org/0000-0003-3281-8117"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"H.R. Mohseni","raw_affiliation_strings":["Department of Electrical Engineering, Intelligent Systems Laboratory, Sharif University of Technology, Tehran, Iran","Sharif Univ.of Technol., Tehran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Intelligent Systems Laboratory, Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]},{"raw_affiliation_string":"Sharif Univ.of Technol., Tehran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020489905","display_name":"Arash Maghsoudi","orcid":"https://orcid.org/0000-0002-1883-0753"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Maghsoudi","raw_affiliation_strings":["Department of Electrical Engineering, Intelligent Systems Laboratory, Sharif University of Technology, Tehran, Iran","Sharif Univ.of Technol., Tehran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Intelligent Systems Laboratory, Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]},{"raw_affiliation_string":"Sharif Univ.of Technol., Tehran","institution_ids":["https://openalex.org/I133529467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053177282"],"corresponding_institution_ids":["https://openalex.org/I133529467"],"apc_list":null,"apc_paid":null,"fwci":1.1249,"has_fulltext":false,"cited_by_count":108,"citation_normalized_percentile":{"value":0.76110322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"596","last_page":"600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994000196456909,"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":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9975000023841858,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.993399977684021,"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/electroencephalography","display_name":"Electroencephalography","score":0.7590035796165466},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7569936513900757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7044457197189331},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6706202626228333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6653264760971069},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.64200758934021},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5070254802703857},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.4991908073425293},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.43770521879196167},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.37785136699676514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3362276256084442},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3300834894180298},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.18430468440055847},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11420753598213196},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08529219031333923}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7590035796165466},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7569936513900757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7044457197189331},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6706202626228333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6653264760971069},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.64200758934021},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5070254802703857},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.4991908073425293},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.43770521879196167},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.37785136699676514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3362276256084442},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3300834894180298},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.18430468440055847},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11420753598213196},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08529219031333923},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzzy.2006.1681772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:3b79e86d-95fb-46a0-a83a-b3e5f53b5ca7","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:3b79e86d-95fb-46a0-a83a-b3e5f53b5ca7","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements at Oxford","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1969675008","https://openalex.org/W2016212429","https://openalex.org/W2019207321","https://openalex.org/W2029615681","https://openalex.org/W2081700482","https://openalex.org/W2095473347","https://openalex.org/W2114942458","https://openalex.org/W2119234283","https://openalex.org/W2121001538","https://openalex.org/W2124776405","https://openalex.org/W2138580453","https://openalex.org/W2146744682","https://openalex.org/W2153378539","https://openalex.org/W3146863510"],"related_works":["https://openalex.org/W2320736787","https://openalex.org/W2345184372","https://openalex.org/W3013515612","https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2399116914","https://openalex.org/W2041399278","https://openalex.org/W2160451891","https://openalex.org/W2336974148","https://openalex.org/W2056016498"],"abstract_inverted_index":{"The":[0,15,68,107],"electroencephalogram":[1],"(EEG)":[2],"is":[3,73,105,129],"a":[4,132],"representative":[5],"signal":[6,56],"containing":[7],"information":[8,23],"about":[9,24,136],"the":[10,13,18,28,43,50,54,76],"condition":[11],"of":[12,17,70,135],"brain.":[14],"shape":[16],"wave":[19],"may":[20,45],"contain":[21],"useful":[22,65],"its":[25],"state.":[26],"However,":[27],"human":[29],"observer":[30],"cannot":[31],"directly":[32],"monitor":[33],"these":[34],"subtle":[35],"details.":[36],"Besides,":[37],"since":[38],"bio-signals":[39],"are":[40,63,109],"highly":[41,64],"subjective,":[42],"symptoms":[44],"appear":[46],"at":[47],"random":[48],"in":[49,66],"time":[51],"scale.":[52],"Therefore,":[53],"EEG":[55,82,103],"parameters,":[57],"extracted":[58],"and":[59,86,101,121],"analyzed":[60],"using":[61,141],"computers,":[62],"diagnosis.":[67],"aim":[69],"this":[71,90],"work":[72],"to":[74,81,98],"compare":[75],"different":[77],"classifiers":[78,113],"when":[79],"applied":[80],"data":[83],"from":[84],"normal":[85,100],"epileptic":[87,102],"subjects.":[88],"For":[89],"purpose":[91],"an":[92],"adaptive":[93],"neural":[94,126],"fuzzy":[95],"network":[96],"(ANFN)":[97],"classify":[99],"signals":[104],"proposed.":[106],"results":[108],"compared":[110],"with":[111],"other":[112],"such":[114],"as":[115],"SVM":[116],"(support":[117],"vector":[118],"machine),":[119],"ANFIS":[120],"FBNN":[122],"(feed":[123],"forward":[124],"back-propagation":[125],"network).":[127],"It":[128],"shown":[130],"that":[131],"classification":[133],"accuracy":[134],"85.9%":[137],"can":[138],"be":[139],"achieved":[140],"ANFN.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":10}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}