{"id":"https://openalex.org/W3082646594","doi":"https://doi.org/10.1109/fuzz48607.2020.9177821","title":"A Neuro-Fuzzy Based Approach for Resting-state Detection Using A Consumer-grade EEG","display_name":"A Neuro-Fuzzy Based Approach for Resting-state Detection Using A Consumer-grade EEG","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3082646594","doi":"https://doi.org/10.1109/fuzz48607.2020.9177821","mag":"3082646594"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz48607.2020.9177821","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz48607.2020.9177821","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5083215657","display_name":"Angelo Ciaramella","orcid":"https://orcid.org/0000-0001-5592-7995"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Angelo Ciaramella","raw_affiliation_strings":["Dept. of Science and Technology, University of Naples \"Parthenope\", Napoli (NA), Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Science and Technology, University of Naples \"Parthenope\", Napoli (NA), Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003474160","display_name":"Pasquale Junior Salma","orcid":null},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Salma","raw_affiliation_strings":["Dept. of Science and Technology, University of Naples \"Parthenope\", Napoli (NA), Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Science and Technology, University of Naples \"Parthenope\", Napoli (NA), Italy","institution_ids":["https://openalex.org/I183638586"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083215657"],"corresponding_institution_ids":["https://openalex.org/I183638586"],"apc_list":null,"apc_paid":null,"fwci":0.1115,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.42473588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9782999753952026,"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":0.9739999771118164,"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/headset","display_name":"Headset","score":0.7732016444206238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.719917356967926},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7164327502250671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6350712776184082},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.569972574710846},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5552482604980469},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5449974536895752},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5190185308456421},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5158492922782898},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49096038937568665},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.43810075521469116},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3970851004123688},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37774598598480225},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3347070813179016},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0775720477104187}],"concepts":[{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.7732016444206238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719917356967926},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7164327502250671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6350712776184082},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.569972574710846},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5552482604980469},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5449974536895752},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5190185308456421},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5158492922782898},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49096038937568665},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.43810075521469116},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3970851004123688},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37774598598480225},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3347070813179016},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0775720477104187},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz48607.2020.9177821","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz48607.2020.9177821","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:ricerca.uniparthenope.it:11367/87263","is_oa":false,"landing_page_url":"http://hdl.handle.net/11367/87263","pdf_url":null,"source":{"id":"https://openalex.org/S4377196432","display_name":"CINECA IRIS Institutial research information system (Parthenope University of Naples)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183638586","host_organization_name":"Parthenope University of Naples","host_organization_lineage":["https://openalex.org/I183638586"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W174515697","https://openalex.org/W1482149324","https://openalex.org/W2014815679","https://openalex.org/W2043000136","https://openalex.org/W2088687666","https://openalex.org/W2124215536","https://openalex.org/W2145302786","https://openalex.org/W2239886606","https://openalex.org/W2304788182","https://openalex.org/W2396138419","https://openalex.org/W2560785110","https://openalex.org/W4242616872","https://openalex.org/W6678667012","https://openalex.org/W6712136316","https://openalex.org/W7008270819"],"related_works":["https://openalex.org/W2549567669","https://openalex.org/W2323345712","https://openalex.org/W104838418","https://openalex.org/W1532889363","https://openalex.org/W4292416459","https://openalex.org/W3207109968","https://openalex.org/W2133615482","https://openalex.org/W2336148757","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"This":[0],"work":[1],"aims":[2],"to":[3,105],"introduce":[4],"a":[5,13,38,53,75,107],"methodology":[6,23,103],"for":[7,48,89],"resting-state":[8],"brain":[9,49],"activities":[10,50],"detection":[11,51],"by":[12,96],"consumer-grade":[14],"EEG.":[15],"From":[16],"one":[17],"hand,":[18,37],"an":[19,86],"adaptive":[20],"noise":[21],"reduction":[22],"based":[24],"on":[25,74],"non-linear":[26],"Principal":[27],"Component":[28],"Analysis":[29],"Neural":[30,44],"Network":[31],"is":[32,46],"adopted.":[33],"On":[34],"the":[35,62,78,82,98,101],"other":[36],"Neuro-Fuzzy":[39],"model":[40],"(i.e.,":[41],"Fuzzy":[42],"Relational":[43],"Network)":[45],"considered":[47],"since":[52],"combination":[54],"of":[55,64,81,85,110],"neural":[56],"networks":[57],"and":[58,67],"fuzzy":[59],"technology":[60],"enhances":[61],"performance":[63],"control,":[65],"decision-making":[66],"data":[68],"analysis":[69],"systems.":[70],"Experiments":[71],"are":[72],"made":[73],"corpus":[76],"containing":[77],"activation":[79],"strength":[80],"fourteen":[83],"electrodes":[84],"EEG":[87],"headset":[88],"eye":[90],"state":[91],"detection.":[92],"We":[93],"proved":[94],"that":[95],"using":[97],"noised":[99],"signals,":[100],"proposed":[102],"permits":[104],"obtain":[106],"high":[108],"rate":[109],"classification":[111],"accuracy.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}