{"id":"https://openalex.org/W1982284058","doi":"https://doi.org/10.1109/mmsp.2010.5662010","title":"Spectral EEG features and tasks selection process: Some considerations toward BCI applications","display_name":"Spectral EEG features and tasks selection process: Some considerations toward BCI applications","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W1982284058","doi":"https://doi.org/10.1109/mmsp.2010.5662010","mag":"1982284058"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp.2010.5662010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2010.5662010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Workshop on Multimedia Signal Processing","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/A5050909844","display_name":"Monica-Claudia Dobrea","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Monica-Claudia Dobrea","raw_affiliation_strings":["Faculty of Electronics Telecommunications and Information Technology, Gheorghe Asachi Technical University of Iasi, Iasi, Romania","Faculty of Electronics Telecommunications and Information Technology, Technical University \u201cGheorghe Asachi\u201d Iasi, Carol I 11, 700506, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics Telecommunications and Information Technology, Gheorghe Asachi Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Faculty of Electronics Telecommunications and Information Technology, Technical University \u201cGheorghe Asachi\u201d Iasi, Carol I 11, 700506, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022813514","display_name":"Dan-Marius Dobrea","orcid":"https://orcid.org/0000-0003-1657-9494"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dan Marius Dobrea","raw_affiliation_strings":["Faculty of Electronics Telecommunications and Information Technology, Gheorghe Asachi Technical University of Iasi, Iasi, Romania","Faculty of Electronics Telecommunications and Information Technology, Technical University \u201cGheorghe Asachi\u201d Iasi, Carol I 11, 700506, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics Telecommunications and Information Technology, Gheorghe Asachi Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Faculty of Electronics Telecommunications and Information Technology, Technical University \u201cGheorghe Asachi\u201d Iasi, Carol I 11, 700506, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023267886","display_name":"D. Alexa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dimitrie Alexa","raw_affiliation_strings":["Faculty of Electronics Telecommunications and Information Technology, Gheorghe Asachi Technical University of Iasi, Iasi, Romania","Faculty of Electronics Telecommunications and Information Technology, Technical University \u201cGheorghe Asachi\u201d Iasi, Carol I 11, 700506, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics Telecommunications and Information Technology, Gheorghe Asachi Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Faculty of Electronics Telecommunications and Information Technology, Technical University \u201cGheorghe Asachi\u201d Iasi, Carol I 11, 700506, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050909844"],"corresponding_institution_ids":["https://openalex.org/I4210108695"],"apc_list":null,"apc_paid":null,"fwci":0.3451877,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.60118,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"5899","issue":null,"first_page":"150","last_page":"155"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9916999936103821,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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":0.9276185035705566},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8010289072990417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7317083477973938},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6531089544296265},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5974067449569702},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.551474392414093},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5363959074020386},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5240314602851868},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4719509184360504},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.44559478759765625},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43705490231513977},{"id":"https://openalex.org/keywords/elementary-cognitive-task","display_name":"Elementary cognitive task","score":0.41424497961997986},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38338786363601685},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.383177787065506},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11593496799468994},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09489557147026062},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07028660178184509}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9276185035705566},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8010289072990417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7317083477973938},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6531089544296265},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5974067449569702},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.551474392414093},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5363959074020386},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5240314602851868},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4719509184360504},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44559478759765625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43705490231513977},{"id":"https://openalex.org/C119653847","wikidata":"https://www.wikidata.org/wiki/Q1327780","display_name":"Elementary cognitive task","level":3,"score":0.41424497961997986},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38338786363601685},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.383177787065506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11593496799468994},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09489557147026062},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07028660178184509},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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:10.1109/mmsp.2010.5662010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2010.5662010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Workshop on Multimedia Signal Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1677333614","https://openalex.org/W1943429425","https://openalex.org/W2024526477","https://openalex.org/W2091819548","https://openalex.org/W2098100592","https://openalex.org/W2107952307","https://openalex.org/W2110121268","https://openalex.org/W2120718005","https://openalex.org/W2123229936","https://openalex.org/W2142197234","https://openalex.org/W2142445533","https://openalex.org/W2145302786","https://openalex.org/W2156849207","https://openalex.org/W2165810317","https://openalex.org/W2168572392","https://openalex.org/W2170968639"],"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/W2767358668","https://openalex.org/W3126283102"],"abstract_inverted_index":{"In":[0,87],"this":[1,88],"paper,":[2],"we":[3,32,64],"further":[4],"develop":[5],"the":[6,36,47,60,66,79,123,127,138],"idea":[7],"of":[8,84,92,120,134,145],"subject":[9],"specific":[10],"mental":[11,44],"tasks":[12,45,54],"selection":[13],"process":[14],"as":[15],"a":[16,90],"necessary":[17],"prerequisite":[18],"in":[19,28,53,126],"any":[20],"EEG-based":[21],"brain":[22],"computer":[23],"interface":[24],"(BCI)":[25],"application.":[26],"While,":[27],"two":[29,114,118],"previous":[30],"researches":[31],"proved":[33],"-":[34],"using":[35],"EEG-extracted":[37],"auto-regressive":[38],"(AR)":[39],"parameters":[40,98],"and":[41,78,116,131,136],"twelve":[42],"different":[43,94],"-,":[46],"major":[48],"gains":[49],"one":[50],"can":[51],"obtain":[52],"classification":[55,102],"performance":[56],"only":[57],"by":[58],"selecting":[59],"proper":[61],"tasks,":[62,135],"here":[63],"investigate":[65],"putative":[67],"relation":[68],"that":[69],"exists":[70],"between":[71],"each":[72],"(subject,":[73],"given":[74],"EEG":[75,108],"features)":[76],"pair":[77],"corresponding":[80],"individual":[81,143],"optimum":[82,142],"set":[83,91,133,144],"cognitive":[85],"tasks.":[86,146],"idea,":[89],"three":[93],"spectrum":[95],"relative":[96],"power":[97],"were":[99],"considered.":[100],"The":[101],"performances":[103],"achieved":[104],"with":[105],"these":[106],"last":[107],"features":[109],"are":[110],"comparatively":[111],"presented":[112],"for":[113,117],"subjects":[115],"sets":[119],"tasks:":[121],"(i)":[122],"frequently":[124],"used":[125],"BCI":[128],"field,":[129],"Keirn":[130],"Aunon":[132],"(ii)":[137],"previously":[139],"determined":[140],"(AR-based)":[141]},"counts_by_year":[{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}