{"id":"https://openalex.org/W2828966630","doi":"https://doi.org/10.1145/3205651.3205787","title":"Genetic optimisation of BCI systems for identifying games related cognitive states","display_name":"Genetic optimisation of BCI systems for identifying games related cognitive states","publication_year":2018,"publication_date":"2018-07-06","ids":{"openalex":"https://openalex.org/W2828966630","doi":"https://doi.org/10.1145/3205651.3205787","mag":"2828966630"},"language":"en","primary_location":{"id":"doi:10.1145/3205651.3205787","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3205787","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/A5080457784","display_name":"Andrei Iacob","orcid":null},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Andrei Iacob","raw_affiliation_strings":["University of Essex, Colchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Essex, Colchester, United Kingdom","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060197893","display_name":"Mihail Morosan","orcid":"https://orcid.org/0000-0001-6049-4231"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mihail Morosan","raw_affiliation_strings":["University of Essex, Colchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Essex, Colchester, United Kingdom","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091287198","display_name":"Francisco Sepulveda","orcid":"https://orcid.org/0000-0001-8853-3319"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Francisco Sepulveda","raw_affiliation_strings":["University of Essex, Colchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Essex, Colchester, United Kingdom","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101670626","display_name":"Riccardo Poli","orcid":"https://orcid.org/0000-0003-4612-0780"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Riccardo Poli","raw_affiliation_strings":["University of Essex, Colchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Essex, Colchester, United Kingdom","institution_ids":["https://openalex.org/I110002522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080457784"],"corresponding_institution_ids":["https://openalex.org/I110002522"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03812317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9990000128746033,"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":0.9990000128746033,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9498999714851379,"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/T10581","display_name":"Neural dynamics and brain function","score":0.944599986076355,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8242402672767639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7286956906318665},{"id":"https://openalex.org/keywords/idle","display_name":"Idle","score":0.6167699098587036},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.592301607131958},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5718705058097839},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5272257328033447},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5110827684402466},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5090169906616211},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4609890580177307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45847371220588684},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4461781978607178},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4410223960876465},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41174179315567017},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3262825608253479},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10752519965171814}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8242402672767639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7286956906318665},{"id":"https://openalex.org/C16320812","wikidata":"https://www.wikidata.org/wiki/Q1812200","display_name":"Idle","level":2,"score":0.6167699098587036},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.592301607131958},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5718705058097839},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5272257328033447},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5110827684402466},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5090169906616211},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4609890580177307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45847371220588684},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4461781978607178},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4410223960876465},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41174179315567017},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3262825608253479},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10752519965171814},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3205651.3205787","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3205787","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W22989880","https://openalex.org/W1767680514","https://openalex.org/W2027097152","https://openalex.org/W2068932161","https://openalex.org/W2079476777","https://openalex.org/W2143908786","https://openalex.org/W2603016118","https://openalex.org/W2605170521"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2044053727","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2914170859","https://openalex.org/W2889342546","https://openalex.org/W2106231951","https://openalex.org/W2032664813"],"abstract_inverted_index":{"This":[0,128],"paper":[1],"aims":[2],"to":[3,72,157],"show":[4],"a":[5,27,41,60,89,145,165],"glimpse":[6],"of":[7,11,26,44,47,49,75,151,167,176],"the":[8,76,105,149],"potential":[9],"benefits":[10],"using":[12],"genetic":[13],"algorithms":[14],"(GA's)":[15],"in":[16,70,107,134,148],"EEG":[17,38],"data":[18,139],"analysis.":[19],"The":[20,114],"system":[21],"attempts":[22],"machine-learning":[23],"based":[24],"classification":[25,95],"mental":[28],"state":[29,162],"reached":[30],"during":[31,54,59],"competitive":[32],"gameplay":[33],"and":[34,58,85,112,138,160],"an":[35],"idle":[36,56],"state.":[37],"activity":[39],"from":[40],"large":[42],"number":[43],"experienced":[45],"players":[46],"League":[48],"Legends":[50],"has":[51],"been":[52,101],"recorded":[53],"both":[55,83,109,135,153],"periods":[57],"competitive,":[61],"ranked":[62],"game.":[63],"A":[64],"proven,":[65],"industry-tested":[66],"GA":[67,106],"is":[68,144],"used":[69],"order":[71],"optimize":[73],"aspects":[74,175],"brain-computer":[77],"interface":[78],"(BCI)":[79],"system,":[80],"by":[81,103],"evolving":[82],"electrode":[84,110],"feature":[86],"sets.":[87],"Alongside":[88],"rather":[90],"high":[91],"cross":[92],"validation":[93],"base":[94],"accuracy,":[96],"statistically":[97],"significant":[98],"improvements":[99,117,125,133],"have":[100],"obtained":[102],"applying":[104],"selecting":[108],"subset":[111],"features.":[113],"run":[115],"time":[116],"are":[118,126],"evident":[119],"as":[120,164,171,173],"well,":[121],"although":[122],"even":[123],"further":[124,147],"possible.":[127],"not":[129],"only":[130],"allows":[131],"major":[132],"processing":[136],"power":[137],"acquisition":[140],"requirements,":[141],"but":[142],"it":[143],"step":[146],"attempt":[150],"bringing":[152],"BCI":[154],"technology":[155],"closer":[156],"consumer":[158],"products,":[159],"cognitive":[161],"identification":[163],"means":[166],"improving":[168],"gaming":[169],"experience,":[170],"well":[172],"other":[174],"everyday":[177],"life.":[178]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
