{"id":"https://openalex.org/W2784010090","doi":"https://doi.org/10.1109/bigdata.2017.8258478","title":"Towards predicting task performance from EEG signals","display_name":"Towards predicting task performance from EEG signals","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2784010090","doi":"https://doi.org/10.1109/bigdata.2017.8258478","mag":"2784010090"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2017.8258478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","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/A5038949724","display_name":"Michalis Papakostas","orcid":"https://orcid.org/0000-0002-2794-9115"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["GR","US"],"is_corresponding":true,"raw_author_name":"Michalis Papakostas","raw_affiliation_strings":["Department of Computer Science, University of Texas at Arlington, Arlington, Texas","NCSR \u201cDemokritos\u201d, Institute of Information and Telecommunications, Agia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Information and Telecommunications, Agia Paraskevi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at Arlington, Arlington, Texas","institution_ids":["https://openalex.org/I189196454"]},{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Information and Telecommunications, Agia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Information and Telecommunications, Agia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073520377","display_name":"Konstantinos Tsiakas","orcid":"https://orcid.org/0000-0002-7067-0494"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["GR","US"],"is_corresponding":false,"raw_author_name":"Konstantinos Tsiakas","raw_affiliation_strings":["Department of Computer Science, University of Texas at Arlington, Arlington, Texas","NCSR \u201cDemokritos\u201d, Institute of Information and Telecommunications, Agia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Information and Telecommunications, Agia Paraskevi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at Arlington, Arlington, Texas","institution_ids":["https://openalex.org/I189196454"]},{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Information and Telecommunications, Agia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Information and Telecommunications, Agia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069190127","display_name":"\u0398\u03b5\u03cc\u03b4\u03c9\u03c1\u03bf\u03c2 \u0393\u03b9\u03b1\u03bd\u03bd\u03b1\u03ba\u03cc\u03c0\u03bf\u03c5\u03bb\u03bf\u03c2","orcid":"https://orcid.org/0000-0003-1634-824X"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Theodoros Giannakopoulos","raw_affiliation_strings":["NCSR \u201cDemokritos\u201d, Institute of Information and Telecommunications, Agia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Information and Telecommunications, Agia Paraskevi, Greece"],"affiliations":[{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Information and Telecommunications, Agia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Information and Telecommunications, Agia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044363105","display_name":"Fillia Makedon","orcid":"https://orcid.org/0009-0001-8831-6872"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fillia Makedon","raw_affiliation_strings":["Department of Computer Science, University of Texas at Arlington, Arlington, Texas"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at Arlington, Arlington, Texas","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038949724"],"corresponding_institution_ids":["https://openalex.org/I189196454","https://openalex.org/I203474044"],"apc_list":null,"apc_paid":null,"fwci":0.6408,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.68301614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T13471","display_name":"Cognitive Functions and Memory","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8038309812545776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.802693784236908},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7305499315261841},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7196751832962036},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6965478658676147},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6084280014038086},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.544370710849762},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.5287729501724243},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.45081621408462524},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4109739661216736},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3831951320171356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3789069652557373},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21567437052726746},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09886541962623596}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8038309812545776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.802693784236908},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7305499315261841},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7196751832962036},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6965478658676147},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6084280014038086},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.544370710849762},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.5287729501724243},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.45081621408462524},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4109739661216736},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3831951320171356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3789069652557373},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21567437052726746},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09886541962623596},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"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:10.1109/bigdata.2017.8258478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1716293377","https://openalex.org/W2043736971","https://openalex.org/W2107564662","https://openalex.org/W2117252805","https://openalex.org/W2137916148","https://openalex.org/W2192412620","https://openalex.org/W2533471996","https://openalex.org/W2621100405","https://openalex.org/W2695135067","https://openalex.org/W2744669597","https://openalex.org/W4229903222"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W4319302618","https://openalex.org/W1616854372","https://openalex.org/W1969223073"],"abstract_inverted_index":{"Smart":[0],"wearable":[1],"devices":[2],"have":[3],"lead":[4],"to":[5,41,54,128],"an":[6],"increased":[7],"need":[8],"for":[9,28,86],"processing":[10],"and":[11,31,43,47],"sharing":[12],"large":[13],"streams":[14],"of":[15,60,91,117],"physiological":[16],"data":[17],"in":[18,52],"real-time.":[19],"Modern":[20],"Human-Machine":[21],"Interaction":[22],"(HMI)":[23],"systems,":[24],"especially":[25],"applications":[26],"designed":[27,85],"user":[29],"training":[30,83],"assessment":[32],"(e.g.,":[33],"educational":[34],"or":[35],"smart-rehabilitation":[36],"systems),":[37],"should":[38],"be":[39],"able":[40],"track":[42],"monitor":[44],"those":[45],"signals":[46],"adapt":[48],"their":[49],"parameters":[50],"accordingly":[51],"order":[53],"optimally":[55],"facilitate":[56],"the":[57,106,115],"special":[58],"needs":[59],"each":[61],"individual.":[62],"Towards":[63],"this":[64,92],"end,":[65],"we":[66,95,121],"propose":[67],"a":[68,74,80,123],"passive":[69],"Brain-Computer":[70],"Interface":[71],"(BCI),":[72],"using":[73],"wireless":[75],"non-intrusive":[76],"EEG":[77,107],"sensor":[78],"under":[79],"robot":[81],"assisted":[82],"task":[84,103,110],"cognitive":[87],"assessment.":[88],"As":[89],"part":[90],"ongoing":[93],"work,":[94],"demonstrate":[96],"our":[97,118],"initial":[98],"results":[99],"on":[100,132],"predicting":[101],"user's":[102],"performance,":[104],"from":[105],"signals,":[108],"before":[109],"completion.":[111],"Our":[112],"findings":[113],"highlight":[114],"potentials":[116],"hypotheses":[119],"as":[120],"achieve":[122],"maximum":[124],"accuracy":[125],"rate":[126],"equal":[127],"74%":[129],"when":[130],"evaluated":[131],"69":[133],"real":[134],"subjects.":[135]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}