{"id":"https://openalex.org/W1985814808","doi":"https://doi.org/10.1109/iembs.2011.6090753","title":"Individual identification with high frequency ECG : Preprocessing and classification by neural network","display_name":"Individual identification with high frequency ECG : Preprocessing and classification by neural network","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W1985814808","doi":"https://doi.org/10.1109/iembs.2011.6090753","mag":"1985814808","pmid":"https://pubmed.ncbi.nlm.nih.gov/22254910"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6090753","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","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/A5097171295","display_name":"F. Tashiro","orcid":null},"institutions":[{"id":"https://openalex.org/I185088104","display_name":"Tokyo City University","ror":"https://ror.org/04dt6bw53","country_code":"JP","type":"education","lineage":["https://openalex.org/I185088104"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"F. Tashiro","raw_affiliation_strings":["Tokyo City University, Masa Ishijima1","Tokyo City University,"],"affiliations":[{"raw_affiliation_string":"Tokyo City University, Masa Ishijima1","institution_ids":[]},{"raw_affiliation_string":"Tokyo City University,","institution_ids":["https://openalex.org/I185088104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089806952","display_name":"Tadayoshi Aoyama","orcid":"https://orcid.org/0000-0001-7860-0725"},"institutions":[{"id":"https://openalex.org/I185088104","display_name":"Tokyo City University","ror":"https://ror.org/04dt6bw53","country_code":"JP","type":"education","lineage":["https://openalex.org/I185088104"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"T. Aoyama","raw_affiliation_strings":["Tokyo City University, Japan","Tokyo City University,"],"affiliations":[{"raw_affiliation_string":"Tokyo City University, Japan","institution_ids":["https://openalex.org/I185088104"]},{"raw_affiliation_string":"Tokyo City University,","institution_ids":["https://openalex.org/I185088104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090680210","display_name":"Toru Shimuta","orcid":null},"institutions":[{"id":"https://openalex.org/I924388194","display_name":"Murata (Japan)","ror":"https://ror.org/04hd8bd67","country_code":"JP","type":"company","lineage":["https://openalex.org/I924388194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"T. Shimuta","raw_affiliation_strings":["Murata Manufacturing Company Limited, Japan","Murata manufacturing Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Murata Manufacturing Company Limited, Japan","institution_ids":["https://openalex.org/I924388194"]},{"raw_affiliation_string":"Murata manufacturing Co., Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105165365","display_name":"H. Ishikawa","orcid":null},"institutions":[{"id":"https://openalex.org/I924388194","display_name":"Murata (Japan)","ror":"https://ror.org/04hd8bd67","country_code":"JP","type":"company","lineage":["https://openalex.org/I924388194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"H. Ishikawa","raw_affiliation_strings":["Murata Manufacturing Company Limited, Japan","Murata manufacturing Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Murata Manufacturing Company Limited, Japan","institution_ids":["https://openalex.org/I924388194"]},{"raw_affiliation_string":"Murata manufacturing Co., Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073837260","display_name":"Yuichi Shimatani","orcid":null},"institutions":[{"id":"https://openalex.org/I185088104","display_name":"Tokyo City University","ror":"https://ror.org/04dt6bw53","country_code":"JP","type":"education","lineage":["https://openalex.org/I185088104"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Y. Shimatani","raw_affiliation_strings":["Tokyo City University, Japan","Tokyo City University,"],"affiliations":[{"raw_affiliation_string":"Tokyo City University, Japan","institution_ids":["https://openalex.org/I185088104"]},{"raw_affiliation_string":"Tokyo City University,","institution_ids":["https://openalex.org/I185088104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109179381","display_name":"M. Ishijima","orcid":null},"institutions":[{"id":"https://openalex.org/I185088104","display_name":"Tokyo City University","ror":"https://ror.org/04dt6bw53","country_code":"JP","type":"education","lineage":["https://openalex.org/I185088104"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"M. Ishijima","raw_affiliation_strings":["Tokyo City University, Japan","Tokyo City University,"],"affiliations":[{"raw_affiliation_string":"Tokyo City University, Japan","institution_ids":["https://openalex.org/I185088104"]},{"raw_affiliation_string":"Tokyo City University,","institution_ids":["https://openalex.org/I185088104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059358188","display_name":"Masaki Kyoso","orcid":null},"institutions":[{"id":"https://openalex.org/I185088104","display_name":"Tokyo City University","ror":"https://ror.org/04dt6bw53","country_code":"JP","type":"education","lineage":["https://openalex.org/I185088104"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"M. Kyoso","raw_affiliation_strings":["Tokyo City University, Japan","Tokyo City University,"],"affiliations":[{"raw_affiliation_string":"Tokyo City University, Japan","institution_ids":["https://openalex.org/I185088104"]},{"raw_affiliation_string":"Tokyo City University,","institution_ids":["https://openalex.org/I185088104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5097171295"],"corresponding_institution_ids":["https://openalex.org/I185088104"],"apc_list":null,"apc_paid":null,"fwci":0.3844,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.66961312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2011","issue":null,"first_page":"2749","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9848999977111816,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9807000160217285,"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/normalization","display_name":"Normalization (sociology)","score":0.8257122039794922},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7914856672286987},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6990455985069275},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6809635162353516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6722173690795898},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6475183367729187},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.5790538191795349},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5728294253349304},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.566385805606842},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.5108318328857422},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45669159293174744},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3764144778251648}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.8257122039794922},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7914856672286987},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6990455985069275},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6809635162353516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6722173690795898},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6475183367729187},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.5790538191795349},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5728294253349304},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.566385805606842},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.5108318328857422},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45669159293174744},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3764144778251648},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/iembs.2011.6090753","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22254910","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22254910","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2006572133","https://openalex.org/W2006873322","https://openalex.org/W2140959843","https://openalex.org/W2170941890","https://openalex.org/W2547609516"],"related_works":["https://openalex.org/W2743722985","https://openalex.org/W2989490741","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3092506759","https://openalex.org/W138569904","https://openalex.org/W3010890513","https://openalex.org/W2390914021","https://openalex.org/W2389417819"],"abstract_inverted_index":{"In":[0],"this":[1],"research,":[2],"we":[3],"proposed":[4],"that":[5],"high":[6],"frequency":[7],"component":[8],"of":[9,33,57,78],"HFECG":[10,80],"was":[11,61],"applicable":[12],"biometric":[13],"feature":[14],"for":[15],"new":[16],"identification":[17,21],"system.":[18],"We":[19,66],"developed":[20],"method":[22],"by":[23,43,76,81],"using":[24],"neural":[25],"network":[26],"(NN),":[27],"and":[28,48],"aimed":[29],"at":[30],"the":[31,34,79],"improvement":[32],"classification":[35,59],"rate.":[36],"Preprocessing":[37],"prior":[38],"to":[39,71,85],"NN":[40],"is":[41],"performed":[42],"justification":[44],"on":[45,50],"time":[46,75],"axis":[47],"normalization":[49],"amplitude.":[51],"As":[52],"a":[53,82],"result,":[54],"an":[55,69],"average":[56],"99%":[58],"rate":[60],"obtained":[62],"from":[63],"9":[64],"subjects.":[65],"also":[67],"made":[68],"attempt":[70],"identify":[72],"in":[73],"shorter":[74],"shifting":[77],"few":[83],"samples":[84],"NN.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}