{"id":"https://openalex.org/W3004361524","doi":"https://doi.org/10.1145/3375998.3376029","title":"A Method of Expanding EEG Data Based on Transfer Learning Theory","display_name":"A Method of Expanding EEG Data Based on Transfer Learning Theory","publication_year":2019,"publication_date":"2019-12-13","ids":{"openalex":"https://openalex.org/W3004361524","doi":"https://doi.org/10.1145/3375998.3376029","mag":"3004361524"},"language":"en","primary_location":{"id":"doi:10.1145/3375998.3376029","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375998.3376029","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 8th International Conference on Networks, Communication and Computing","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/A5082044357","display_name":"Dashuai Wang","orcid":"https://orcid.org/0000-0002-3428-8079"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dashuai Wang","raw_affiliation_strings":["Shandong Normal University, College of Physics and Electronic Sciences"],"affiliations":[{"raw_affiliation_string":"Shandong Normal University, College of Physics and Electronic Sciences","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102720360","display_name":"Jimin Yang","orcid":"https://orcid.org/0000-0003-4646-7573"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jimin Yang","raw_affiliation_strings":["Shandong Normal University, College of Physics and Electronic Sciences"],"affiliations":[{"raw_affiliation_string":"Shandong Normal University, College of Physics and Electronic Sciences","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082044357"],"corresponding_institution_ids":["https://openalex.org/I28006308"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20840824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"70","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9894999861717224,"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":0.9887999892234802,"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/electroencephalography","display_name":"Electroencephalography","score":0.712736964225769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7064153552055359},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6028886437416077},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.44326290488243103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40072691440582275},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1781395971775055},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1258319616317749}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.712736964225769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7064153552055359},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6028886437416077},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.44326290488243103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40072691440582275},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1781395971775055},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1258319616317749},{"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:10.1145/3375998.3376029","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375998.3376029","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 8th International Conference on Networks, Communication and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.75,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1998672641","https://openalex.org/W2011966906","https://openalex.org/W2037759766","https://openalex.org/W2041998778","https://openalex.org/W2122014760","https://openalex.org/W2128404967","https://openalex.org/W2128722905","https://openalex.org/W2132360759","https://openalex.org/W2157765880","https://openalex.org/W2161381512","https://openalex.org/W2557301950","https://openalex.org/W4200084300","https://openalex.org/W4256520564"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2390279801","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3123837699"],"abstract_inverted_index":{"A":[0],"brain-computer":[1],"interface":[2],"(BCI)":[3],"is":[4,23,41,112],"a":[5,9,36,49,68,100],"technology":[6],"that":[7,47,92],"provides":[8],"direct":[10],"communication":[11],"channel":[12],"between":[13],"the":[14,18,28,54,60,77,80,85,93,96,117,125,129,135],"human":[15],"brain":[16],"and":[17,83,102,123,128],"external":[19],"world.":[20],"Its":[21],"performance":[22],"usually":[24],"measured":[25],"based":[26,70],"on":[27,71],"classification":[29,51],"accuracy":[30,78],"of":[31,56,62,79,87],"electroencephalography":[32],"(EEG)":[33],"signals.":[34],"Recently,":[35],"convolutional":[37],"neural":[38],"network":[39],"(CNN)":[40],"used":[42],"to":[43,75,119],"classify":[44,120],"EEG":[45,121],"signals":[46],"achieve":[48,84],"high":[50],"accuracy,":[52],"but":[53],"lack":[55],"tagged":[57],"data":[58,81,88,127,131],"limits":[59],"development":[61],"this":[63],"approach.":[64],"This":[65],"paper":[66],"proposes":[67],"method":[69],"transfer":[72],"learning":[73],"theory":[74],"prove":[76,91],"collected":[82],"purpose":[86],"expansion.":[89],"To":[90],"subject":[94],"has":[95],"right":[97],"motor":[98],"imagination,":[99],"fast":[101],"simple":[103],"CNN":[104],"with":[105],"two-dimensional":[106],"energy":[107],"maps":[108],"for":[109],"each":[110],"electrode":[111],"proposed,":[113],"which":[114],"serves":[115],"as":[116],"input":[118],"data,":[122],"then":[124],"gathered":[126],"contest":[130],"are":[132],"compared":[133],"using":[134],"same":[136],"training":[137],"set.":[138]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}