{"id":"https://openalex.org/W2294045431","doi":"https://doi.org/10.1109/embc.2015.7318978","title":"EEG based patient emotion monitoring using relative wavelet energy feature and Back Propagation Neural Network","display_name":"EEG based patient emotion monitoring using relative wavelet energy feature and Back Propagation Neural Network","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2294045431","doi":"https://doi.org/10.1109/embc.2015.7318978","mag":"2294045431","pmid":"https://pubmed.ncbi.nlm.nih.gov/26736878"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7318978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7318978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","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/A5057284661","display_name":"Prima Dewi Purnamasari","orcid":"https://orcid.org/0000-0002-5851-1984"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Prima Dewi Purnamasari","raw_affiliation_strings":["Department of Electrical Engineering, Universitas Indonesia, Depok, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079007881","display_name":"Anak Agung Putri Ratna","orcid":"https://orcid.org/0000-0002-1834-451X"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Anak Agung Putri Ratna","raw_affiliation_strings":["Universitas Indonesia, Depok, Jawa Barat, ID"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Indonesia, Depok, Jawa Barat, ID","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026696563","display_name":"Benyamin Kusumoputro","orcid":"https://orcid.org/0000-0003-3714-0106"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Benyamin Kusumoputro","raw_affiliation_strings":["Department of Electrical Engineering, Universitas Indonesia, Depok, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I29617571"],"apc_list":null,"apc_paid":null,"fwci":0.999,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75988758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2015","issue":null,"first_page":"2820","last_page":"2823"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7323163747787476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.72749924659729},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.685590386390686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6698222160339355},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.6306194067001343},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5846220850944519},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.575308620929718},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5437667369842529},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.504787802696228},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.4650631546974182},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.45334693789482117},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43315213918685913},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4284426271915436},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4280228018760681},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40040794014930725},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10682544112205505},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08611604571342468},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.061144113540649414},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.055569857358932495}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7323163747787476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.72749924659729},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.685590386390686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6698222160339355},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.6306194067001343},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5846220850944519},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.575308620929718},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5437667369842529},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.504787802696228},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.4650631546974182},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.45334693789482117},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43315213918685913},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4284426271915436},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4280228018760681},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40040794014930725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10682544112205505},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08611604571342468},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.061144113540649414},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.055569857358932495},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2015.7318978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7318978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26736878","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26736878","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W76639474","https://openalex.org/W1559675634","https://openalex.org/W2002055708","https://openalex.org/W2013866928","https://openalex.org/W2034697419","https://openalex.org/W2064188028","https://openalex.org/W2081420711","https://openalex.org/W2122098299","https://openalex.org/W2143362631","https://openalex.org/W2149628368","https://openalex.org/W3126128017"],"related_works":["https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W4366985237","https://openalex.org/W2810569973","https://openalex.org/W2128396103","https://openalex.org/W4366984740","https://openalex.org/W2077021924"],"abstract_inverted_index":{"In":[0,47],"EEG-based":[1,33],"emotion":[2,34,69,79],"recognition,":[3,35],"feature":[4,30],"extraction":[5,31],"is":[6,25,45],"as":[7,9,58,66],"important":[8],"the":[10,52,111],"classification":[11],"algorithm.":[12],"A":[13],"good":[14],"choice":[15],"of":[16,43,54,101],"features":[17,59],"results":[18,88],"in":[19,32,75],"higher":[20],"recognition":[21,80,99,106],"rate.":[22],"However,":[23],"there":[24],"no":[26],"standard":[27],"method":[28,72],"for":[29,37,68],"especially":[36],"real":[38,77],"time":[39,78,112],"monitoring,":[40],"where":[41],"speed":[42],"computation":[44],"crucial.":[46],"this":[48],"work,":[49],"we":[50],"assess":[51],"use":[53],"relative":[55,91],"wavelet":[56,92],"energy":[57,93],"and":[60,94],"Back":[61],"Propagation":[62],"Neural":[63],"Network":[64],"(BPNN)":[65],"classifier":[67],"recognition.":[70],"This":[71],"was":[73,108,114],"implemented":[74],"simulated":[76],"by":[81],"using":[82],"a":[83],"publicly":[84],"accessible":[85],"database.":[86],"The":[87,103],"showed":[89],"that":[90],"BPNN":[95],"achieved":[96,109],"an":[97],"average":[98,105],"rate":[100,107],"92.03%.":[102],"highest":[104],"when":[110],"window":[113],"30s.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
