{"id":"https://openalex.org/W4313898605","doi":"https://doi.org/10.3390/s23020761","title":"Classification Approach for Attention Assessment via Singular Spectrum Analysis Based on Single-Channel Electroencephalograms","display_name":"Classification Approach for Attention Assessment via Singular Spectrum Analysis Based on Single-Channel Electroencephalograms","publication_year":2023,"publication_date":"2023-01-09","ids":{"openalex":"https://openalex.org/W4313898605","doi":"https://doi.org/10.3390/s23020761","pmid":"https://pubmed.ncbi.nlm.nih.gov/36679558"},"language":"en","primary_location":{"id":"doi:10.3390/s23020761","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020761","pdf_url":"https://www.mdpi.com/1424-8220/23/2/761/pdf?version=1673599041","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/2/761/pdf?version=1673599041","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100530454","display_name":"Weirong Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weirong Wu","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022036826","display_name":"Bingo Wing\u2010Kuen Ling","orcid":"https://orcid.org/0000-0002-0633-7224"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bingo Wing-Kuen Ling","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":"https://orcid.org/0000-0002-0633-7224","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101716507","display_name":"Ruilin Li","orcid":"https://orcid.org/0000-0002-1979-8767"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruilin Li","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081248532","display_name":"Zhengjia Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengjia Lin","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345153","display_name":"Qing Liu","orcid":"https://orcid.org/0000-0001-5286-4423"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Liu","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010913780","display_name":"Jizhen Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jizhen Shao","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109990551","display_name":"Charlotte Yuk\u2010Fan Ho","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Charlotte Yuk-Fan Ho","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010913780","https://openalex.org/A5022036826"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.5107,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57172808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"23","issue":"2","first_page":"761","last_page":"761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994000196456909,"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":0.9994000196456909,"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":0.947700023651123,"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"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9391999840736389,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6992764472961426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6804907321929932},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6658764481544495},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6334817409515381},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6331145763397217},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.6315714120864868},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"Fast Fourier transform","score":0.6169459819793701},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6150237321853638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5937824845314026},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5568684339523315},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4276226758956909},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4007965624332428},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16381648182868958},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13405069708824158},{"id":"https://openalex.org/keywords/white-noise","display_name":"White noise","score":0.0785074234008789}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6992764472961426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6804907321929932},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6658764481544495},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6334817409515381},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6331145763397217},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.6315714120864868},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.6169459819793701},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6150237321853638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5937824845314026},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5568684339523315},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4276226758956909},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4007965624332428},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16381648182868958},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13405069708824158},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.0785074234008789},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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}],"mesh":[{"descriptor_ui":"D000093743","descriptor_name":"Random Forest","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000093743","descriptor_name":"Random Forest","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000093743","descriptor_name":"Random Forest","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":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23020761","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020761","pdf_url":"https://www.mdpi.com/1424-8220/23/2/761/pdf?version=1673599041","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36679558","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36679558","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,"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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9867040","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9867040","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9867040/pdf/sensors-23-00761.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:767bed955c3c4d7b8bc64d30565a2444","is_oa":true,"landing_page_url":"https://doaj.org/article/767bed955c3c4d7b8bc64d30565a2444","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 2, p 761 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/2/761/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23020761","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 2; Pages: 761","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23020761","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020761","pdf_url":"https://www.mdpi.com/1424-8220/23/2/761/pdf?version=1673599041","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G151554905","display_name":null,"funder_award_id":"no.U1701266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3278657573","display_name":null,"funder_award_id":"U1701266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5038029454","display_name":"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u6700\u4f18\u5316\u8bbe\u8ba1\u7406\u8bba\u7814\u7a76\u53ca\u5e94\u7528","funder_award_id":"61671163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7520003186","display_name":null,"funder_award_id":"61901123","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8510736952","display_name":"\u591a\u5143\u65f6\u9891\u5206\u6790\u7cfb\u7edf\u7684\u6700\u4f18\u8bbe\u8ba1\u3001\u6b63\u4ea4\u53ca\u7ebf\u6027\u76f8\u4f4d\u7406\u8bba\u7814\u7a76","funder_award_id":"62071128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313898605.pdf","grobid_xml":"https://content.openalex.org/works/W4313898605.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1963930948","https://openalex.org/W1965756746","https://openalex.org/W1974454036","https://openalex.org/W1981067500","https://openalex.org/W1983839088","https://openalex.org/W2045493030","https://openalex.org/W2073399879","https://openalex.org/W2102244548","https://openalex.org/W2106006415","https://openalex.org/W2110444396","https://openalex.org/W2144717556","https://openalex.org/W2151741797","https://openalex.org/W2172060197","https://openalex.org/W2293906712","https://openalex.org/W2342448144","https://openalex.org/W2418836240","https://openalex.org/W2469918538","https://openalex.org/W2516530906","https://openalex.org/W2769149776","https://openalex.org/W2776646997","https://openalex.org/W2789270247","https://openalex.org/W2791283887","https://openalex.org/W2805616861","https://openalex.org/W2948415284","https://openalex.org/W2967016369","https://openalex.org/W3094221424","https://openalex.org/W3160672438","https://openalex.org/W3198098992","https://openalex.org/W4232129301","https://openalex.org/W4294643431","https://openalex.org/W6676186243","https://openalex.org/W6704463146","https://openalex.org/W6717762468"],"related_works":["https://openalex.org/W2206304770","https://openalex.org/W4225319948","https://openalex.org/W4321636153","https://openalex.org/W4377964522","https://openalex.org/W117608158","https://openalex.org/W2985924212","https://openalex.org/W2345184372","https://openalex.org/W2320736787","https://openalex.org/W2399116914","https://openalex.org/W3195168932"],"abstract_inverted_index":{"Attention":[0],"refers":[1],"to":[2,7,61,81,91,101,167],"the":[3,30,40,62,66,83,87,103,107,115,119,126,136,139,142,148,168,173],"human":[4],"psychological":[5],"ability":[6],"focus":[8],"on":[9],"doing":[10],"an":[11,17],"activity.":[12],"The":[13,151],"attention":[14,22,31,149],"assessment":[15,32],"plays":[16],"important":[18],"role":[19],"in":[20],"diagnosing":[21],"deficit":[23],"hyperactivity":[24],"disorder":[25],"(ADHD).":[26],"In":[27,89],"this":[28],"paper,":[29],"is":[33,59,79,99],"performed":[34],"via":[35],"a":[36,162],"classification":[37,143,164],"approach.":[38],"First,":[39],"single-channel":[41],"electroencephalograms":[42],"(EEGs)":[43],"are":[44,69,132,145],"acquired":[45,63],"from":[46],"various":[47,52],"participants":[48],"when":[49],"they":[50],"perform":[51],"activities.":[53],"Then,":[54],"fast":[55],"Fourier":[56],"transform":[57],"(FFT)":[58],"applied":[60,80],"EEGs,":[64],"and":[65,125,175],"high-frequency":[67],"components":[68],"discarded":[70],"for":[71,134],"performing":[72,135,172],"denoising.":[73],"Next,":[74],"empirical":[75],"mode":[76],"decomposition":[77],"(EMD)":[78],"remove":[82],"underlying":[84],"trend":[85],"of":[86,106,141],"signals.":[88],"order":[90],"extract":[92],"more":[93],"features,":[94],"singular":[95],"spectrum":[96],"analysis":[97],"(SSA)":[98],"employed":[100,146],"increase":[102],"total":[104],"number":[105],"components.":[108],"Finally,":[109],"some":[110],"typical":[111],"models":[112],"such":[113],"as":[114,147],"random":[116],"forest-based":[117],"classifier,":[118,124],"support":[120],"vector":[121],"machine":[122],"(SVM)-based":[123],"back-propagation":[127],"(BP)":[128],"neural":[129],"network-based":[130],"classifier":[131],"used":[133],"classifications.":[137],"Here,":[138],"percentages":[140],"accuracies":[144],"scores.":[150],"computer":[152],"numerical":[153],"simulation":[154],"results":[155],"show":[156],"that":[157],"our":[158],"proposed":[159],"method":[160],"yields":[161],"higher":[163],"performance":[165],"compared":[166],"traditional":[169],"methods":[170],"without":[171],"EMD":[174],"SSA.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
