{"id":"https://openalex.org/W2736081097","doi":"https://doi.org/10.1016/j.eswa.2017.07.020","title":"Classification of EEG signals for epileptic seizures using hybrid artificial neural networks based wavelet transforms and fuzzy relations","display_name":"Classification of EEG signals for epileptic seizures using hybrid artificial neural networks based wavelet transforms and fuzzy relations","publication_year":2017,"publication_date":"2017-07-15","ids":{"openalex":"https://openalex.org/W2736081097","doi":"https://doi.org/10.1016/j.eswa.2017.07.020","mag":"2736081097"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2017.07.020","doi":"https://doi.org/10.1016/j.eswa.2017.07.020","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2017.07.020","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5019180588","display_name":"Ozan Kocada\u011fl\u0131","orcid":"https://orcid.org/0000-0003-4354-7383","observed_orcids":["https://orcid.org/0000-0003-4354-7383"]},"institutions":[{"id":"https://openalex.org/I164120614","display_name":"Mimar Sinan G\u00fczel Sanatlar \u00dcniversitesi","ror":"https://ror.org/04e9czp26","country_code":"TR","type":"education","lineage":["https://openalex.org/I164120614"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ozan Kocadagli","raw_affiliation_strings":["Department of Statistics, Mimar Sinan Fine Arts University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Mimar Sinan Fine Arts University, Istanbul, Turkey","institution_ids":["https://openalex.org/I164120614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017696249","display_name":"Reza Langari","orcid":"https://orcid.org/0000-0001-7900-5186","observed_orcids":["https://orcid.org/0000-0001-7900-5186"]},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Langari","raw_affiliation_strings":["Department of ET&ID, Texas A&M University, College Station, TX, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ET&ID, Texas A&M University, College Station, TX, US","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019180588"],"corresponding_institution_ids":["https://openalex.org/I164120614"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":6.1892,"has_fulltext":false,"cited_by_count":107,"citation_normalized_percentile":{"value":0.97467385,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"88","issue":null,"first_page":"419","last_page":"434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9984999895095825,"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":0.9984999895095825,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.00019999999494757503,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/seizure-detection","display_name":"seizure detection","score":0.9470000267028809},{"id":"https://openalex.org/keywords/eeg-classification","display_name":"EEG classification","score":0.9739999771118164},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"discrete wavelet transform","score":0.7680000066757202},{"id":"https://openalex.org/keywords/fuzzy-relations","display_name":"fuzzy relations","score":0.765999972820282},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.9039999842643738},{"id":"https://openalex.org/keywords/hybrid-neural-network","display_name":"hybrid neural network","score":0.8230000138282776},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.7689999938011169},{"id":"https://openalex.org/keywords/gradient-based-learning","display_name":"gradient-based learning","score":0.5989999771118164},{"id":"https://openalex.org/keywords/multiresolution-decomposition","display_name":"multiresolution decomposition","score":0.7649999856948853},{"id":"https://openalex.org/keywords/epilepsy","display_name":"epilepsy","score":0.6539999842643738}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6990810632705688},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6636829376220703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6499371528625488},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.64944988489151},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5603814125061035},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5321359634399414},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5057621002197266},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.4408086836338043},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43762069940567017},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.4288523197174072},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4210684299468994},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4156818091869354},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3059285283088684},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13010773062705994},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10720625519752502},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2017.07.020","doi":"https://doi.org/10.1016/j.eswa.2017.07.020","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2017.07.020","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6240000128746033,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W59945300","https://openalex.org/W147198365","https://openalex.org/W611797733","https://openalex.org/W1176220669","https://openalex.org/W1515119244","https://openalex.org/W1553483187","https://openalex.org/W1554663460","https://openalex.org/W1567662521","https://openalex.org/W1783024479","https://openalex.org/W1969946769","https://openalex.org/W1979148805","https://openalex.org/W1983664186","https://openalex.org/W1984424958","https://openalex.org/W1989801867","https://openalex.org/W1992852845","https://openalex.org/W1996021349","https://openalex.org/W1996183177","https://openalex.org/W1998711164","https://openalex.org/W1999377347","https://openalex.org/W2000548777","https://openalex.org/W2001612033","https://openalex.org/W2004718447","https://openalex.org/W2005305683","https://openalex.org/W2006319238","https://openalex.org/W2011714246","https://openalex.org/W2017518780","https://openalex.org/W2019529630","https://openalex.org/W2020149116","https://openalex.org/W2021970732","https://openalex.org/W2027927824","https://openalex.org/W2031816776","https://openalex.org/W2032950335","https://openalex.org/W2034926353","https://openalex.org/W2041935121","https://openalex.org/W2043596210","https://openalex.org/W2046476233","https://openalex.org/W2049399010","https://openalex.org/W2050209058","https://openalex.org/W2051812123","https://openalex.org/W2053153607","https://openalex.org/W2053535812","https://openalex.org/W2053744708","https://openalex.org/W2056349259","https://openalex.org/W2059016985","https://openalex.org/W2065385043","https://openalex.org/W2065454702","https://openalex.org/W2071341607","https://openalex.org/W2076118331","https://openalex.org/W2077640225","https://openalex.org/W2078760541","https://openalex.org/W2080966422","https://openalex.org/W2093753270","https://openalex.org/W2097171469","https://openalex.org/W2101827712","https://openalex.org/W2107941496","https://openalex.org/W2109889915","https://openalex.org/W2115755118","https://openalex.org/W2116555247","https://openalex.org/W2117967289","https://openalex.org/W2122319391","https://openalex.org/W2132984323","https://openalex.org/W2138190513","https://openalex.org/W2142183404","https://openalex.org/W2150394223","https://openalex.org/W2154317083","https://openalex.org/W2155381325","https://openalex.org/W2157394313","https://openalex.org/W2158976038","https://openalex.org/W2159992194","https://openalex.org/W2160867523","https://openalex.org/W2165150981","https://openalex.org/W2166624857","https://openalex.org/W2167883367","https://openalex.org/W2172196383","https://openalex.org/W2176579932","https://openalex.org/W2188332904","https://openalex.org/W2461134574","https://openalex.org/W2462271429","https://openalex.org/W2502027082","https://openalex.org/W2525929096","https://openalex.org/W2560897477","https://openalex.org/W2577647365","https://openalex.org/W2593745311","https://openalex.org/W2598587204","https://openalex.org/W2606301878","https://openalex.org/W3023540311","https://openalex.org/W4238891638","https://openalex.org/W4241163456","https://openalex.org/W4300886904","https://openalex.org/W6684762215"],"related_works":["https://openalex.org/W4312228513","https://openalex.org/W2963332186","https://openalex.org/W7095299201","https://openalex.org/W3196312915","https://openalex.org/W3004442409","https://openalex.org/W4321788173","https://openalex.org/W3157671292","https://openalex.org/W2953598599","https://openalex.org/W7216270569","https://openalex.org/W2891550294"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":8}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2017-07-21T00:00:00"}