{"id":"https://openalex.org/W3021560472","doi":"https://doi.org/10.1145/3383783.3383811","title":"Spatio-temporal Pattern Analysis for EEG Classification in Rapid Serial Visual Presentation Task","display_name":"Spatio-temporal Pattern Analysis for EEG Classification in Rapid Serial Visual Presentation Task","publication_year":2019,"publication_date":"2019-12-19","ids":{"openalex":"https://openalex.org/W3021560472","doi":"https://doi.org/10.1145/3383783.3383811","mag":"3021560472"},"language":"en","primary_location":{"id":"doi:10.1145/3383783.3383811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3383783.3383811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 6th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100387281","display_name":"Bowen Li","orcid":"https://orcid.org/0000-0002-5886-4325"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Li","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628019","display_name":"Zhiwen Liu","orcid":"https://orcid.org/0000-0002-0743-4237"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Liu","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000766901","display_name":"Xiaorong Gao","orcid":"https://orcid.org/0000-0003-0499-2740"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaorong Gao","raw_affiliation_strings":["School of Medicine, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019755568","display_name":"Yanfei Lin","orcid":"https://orcid.org/0000-0001-8874-1986"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfei Lin","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"91","last_page":"95"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.991100013256073,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.982200026512146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rapid-serial-visual-presentation","display_name":"Rapid serial visual presentation","score":0.7884668111801147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7317247986793518},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7295928001403809},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6824759840965271},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6715134978294373},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6195604801177979},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5639687776565552},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.46905946731567383},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4467582404613495},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43283629417419434},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.13622480630874634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.115711510181427}],"concepts":[{"id":"https://openalex.org/C2779668609","wikidata":"https://www.wikidata.org/wiki/Q623092","display_name":"Rapid serial visual presentation","level":3,"score":0.7884668111801147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7317247986793518},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7295928001403809},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6824759840965271},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6715134978294373},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6195604801177979},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5639687776565552},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.46905946731567383},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4467582404613495},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43283629417419434},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.13622480630874634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.115711510181427},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3383783.3383811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3383783.3383811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 6th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1600918697","https://openalex.org/W1975226595","https://openalex.org/W1976353125","https://openalex.org/W1993011479","https://openalex.org/W2042441570","https://openalex.org/W2099509424","https://openalex.org/W2104063964","https://openalex.org/W2105126477","https://openalex.org/W2108027679","https://openalex.org/W2112359769","https://openalex.org/W2113264066","https://openalex.org/W2125967022","https://openalex.org/W2128495200","https://openalex.org/W2132876794","https://openalex.org/W2153635508","https://openalex.org/W2339666411","https://openalex.org/W2507470109","https://openalex.org/W2530424642","https://openalex.org/W2767056600","https://openalex.org/W2794345050","https://openalex.org/W2795555619","https://openalex.org/W2797550028"],"related_works":["https://openalex.org/W2100610688","https://openalex.org/W4238551367","https://openalex.org/W2035010266","https://openalex.org/W1973445441","https://openalex.org/W1992935005","https://openalex.org/W2416822104","https://openalex.org/W1982597385","https://openalex.org/W2576248340","https://openalex.org/W1984466609","https://openalex.org/W2540834497"],"abstract_inverted_index":{"This":[0],"study":[1],"will":[2],"explore":[3],"an":[4],"algorithm":[5,105],"of":[6,66,85],"spatio-temporal":[7,50],"pattern":[8],"analysis":[9],"for":[10],"electroencephalographic":[11],"(EEG)":[12],"classification":[13,86,99],"in":[14,109],"the":[15,25,36,48,90,103,110],"rapid":[16],"serial":[17],"visual":[18],"presentation":[19],"(RSVP)":[20],"task.":[21],"In":[22],"this":[23],"algorithm,":[24],"spatial":[26,38],"low-rank":[27],"and":[28,39,52,72,77,89,115],"temporal-frequency":[29],"sparse":[30],"priors":[31],"are":[32,45],"exploited":[33],"to":[34],"train":[35],"supervised":[37,49],"temporal":[40],"filters.":[41],"The":[42,58,80,98],"discriminant":[43],"features":[44],"extracted":[46],"by":[47,54],"filters":[51],"classified":[53],"support":[55],"vector":[56],"machine.":[57],"EEG":[59],"signals":[60],"were":[61,73],"recorded":[62],"from":[63],"a":[64],"total":[65],"12":[67],"subjects":[68],"under":[69],"RSVP":[70],"task":[71],"used":[74],"as":[75],"training":[76],"testing":[78],"data.":[79],"average":[81,91],"true":[82],"positive":[83,93],"rate":[84,94],"is":[87,95],"79%,":[88],"false":[92],"only":[96],"3.4%.":[97],"results":[100],"show":[101],"that":[102],"proposed":[104],"has":[106],"better":[107],"performance":[108],"target":[111],"detection":[112],"than":[113],"HDCA":[114],"SWFP.":[116]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
