{"id":"https://openalex.org/W2995363453","doi":"https://doi.org/10.1007/s11517-019-02075-x","title":"Diversity in a signal-to-image transformation approach for EEG-based motor imagery task classification","display_name":"Diversity in a signal-to-image transformation approach for EEG-based motor imagery task classification","publication_year":2019,"publication_date":"2019-12-21","ids":{"openalex":"https://openalex.org/W2995363453","doi":"https://doi.org/10.1007/s11517-019-02075-x","mag":"2995363453","pmid":"https://pubmed.ncbi.nlm.nih.gov/31863249"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-019-02075-x","doi":"https://doi.org/10.1007/s11517-019-02075-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-019-02075-x","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5106209044","display_name":"Bahar Hatipo\u011flu Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-7055-8945","observed_orcids":["https://orcid.org/0000-0002-7055-8945"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Bahar Hatipoglu Yilmaz","raw_affiliation_strings":["Department of Computer Engineering, Trabzon, Turkey. baharhatipoglu@ktu.edu.tr","Department of Computer Engineering, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Trabzon, Turkey. baharhatipoglu@ktu.edu.tr","institution_ids":["https://openalex.org/I162720556"]},{"raw_affiliation_string":"Department of Computer Engineering, Trabzon, Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090627818","display_name":"\u00c7a\u011fatay Murat Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-6513-7337","observed_orcids":["https://orcid.org/0000-0002-6513-7337"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cagatay Murat Yilmaz","raw_affiliation_strings":["Department of Computer Engineering, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Trabzon, Turkey","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007309655","display_name":"Cemal K\u00f6se","orcid":"https://orcid.org/0000-0002-5982-4771","observed_orcids":["https://orcid.org/0000-0002-5982-4771"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cemal Kose","raw_affiliation_strings":["Department of Computer Engineering, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Trabzon, Turkey","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5106209044"],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":{"value":3140,"currency":"USD","value_usd":3140},"apc_paid":null,"fwci":1.5755,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.82099948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"58","issue":"2","first_page":"443","last_page":"459"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10667","display_name":"Emotion and Mood Recognition","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/motor-imagery-classification","display_name":"motor imagery classification","score":0.8690000176429749},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.7319999933242798},{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":0.843999981880188},{"id":"https://openalex.org/keywords/sift","display_name":"SIFT","score":0.45500001311302185},{"id":"https://openalex.org/keywords/bag-of-visual-words","display_name":"bag of visual words","score":0.9929999709129333},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.8500000238418579}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7912647724151611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6921951174736023},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6440648436546326},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6184924244880676},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6066791415214539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5980671644210815},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5656849145889282},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4899439215660095},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3964870572090149},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37052851915359497},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1561717689037323},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-019-02075-x","doi":"https://doi.org/10.1007/s11517-019-02075-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-019-02075-x","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:31863249","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31863249","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & biological engineering & computing","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W33269517","https://openalex.org/W205822829","https://openalex.org/W1974799041","https://openalex.org/W1987015068","https://openalex.org/W1990727684","https://openalex.org/W1997102466","https://openalex.org/W2006646880","https://openalex.org/W2035764860","https://openalex.org/W2053721431","https://openalex.org/W2066505362","https://openalex.org/W2068396506","https://openalex.org/W2075647286","https://openalex.org/W2093561300","https://openalex.org/W2096525100","https://openalex.org/W2107987248","https://openalex.org/W2137307093","https://openalex.org/W2144175475","https://openalex.org/W2146738291","https://openalex.org/W2152119085","https://openalex.org/W2188934299","https://openalex.org/W2201853642","https://openalex.org/W2437161858","https://openalex.org/W2561200886","https://openalex.org/W2590940923","https://openalex.org/W2610854002","https://openalex.org/W2755971476","https://openalex.org/W2792687613","https://openalex.org/W2794345050","https://openalex.org/W2796435388","https://openalex.org/W2805466995","https://openalex.org/W2896396850","https://openalex.org/W2910206545","https://openalex.org/W2932097605"],"related_works":["https://openalex.org/W4206679420","https://openalex.org/W4406146170","https://openalex.org/W3041449169","https://openalex.org/W2589720915","https://openalex.org/W4412045220","https://openalex.org/W2420782129","https://openalex.org/W7042875153","https://openalex.org/W4289400717","https://openalex.org/W2971357197","https://openalex.org/W4404633718"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2019-12-26T00:00:00"}