{"id":"https://openalex.org/W2018345810","doi":"https://doi.org/10.1109/icnc.2010.5582330","title":"Clustering analysis strategy of online Ambulatory Electrocardiogram waveforms","display_name":"Clustering analysis strategy of online Ambulatory Electrocardiogram waveforms","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2018345810","doi":"https://doi.org/10.1109/icnc.2010.5582330","mag":"2018345810"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5582330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5582330","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","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/A5075963709","display_name":"Gang Zheng","orcid":"https://orcid.org/0000-0002-0705-7398"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Zheng","raw_affiliation_strings":["School of Computer and Communication Engineering. Tianjin University of Technology. 300191, China","School of Computer and Communication Engineering, Tianjin University of Technology, 300191, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering. Tianjin University of Technology. 300191, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, Tianjin University of Technology, 300191, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048033851","display_name":"Shanling Mou","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanling Mou","raw_affiliation_strings":["School of Computer and Communication Engineering. Tianjin University of Technology. 300191, China","School of Computer and Communication Engineering, Tianjin University of Technology, 300191, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering. Tianjin University of Technology. 300191, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, Tianjin University of Technology, 300191, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101613895","display_name":"Yu Tian","orcid":"https://orcid.org/0000-0002-3419-2034"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Yu","raw_affiliation_strings":["School of Computer and Communication Engineering. Tianjin University of Technology. 300191, China","School of Computer and Communication Engineering, Tianjin University of Technology, 300191, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering. Tianjin University of Technology. 300191, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, Tianjin University of Technology, 300191, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009819716","display_name":"Yuan Gu","orcid":"https://orcid.org/0000-0001-6222-7241"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Gu","raw_affiliation_strings":["School of Computer and Communication Engineering. Tianjin University of Technology. 300191, China","School of Computer and Communication Engineering, Tianjin University of Technology, 300191, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering. Tianjin University of Technology. 300191, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, Tianjin University of Technology, 300191, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075963709"],"corresponding_institution_ids":["https://openalex.org/I136765683"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09202454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"290","issue":null,"first_page":"2075","last_page":"2078"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9923999905586243,"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":0.9923999905586243,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9690999984741211,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9107999801635742,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8442167043685913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6358290314674377},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5474366545677185},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5293914675712585},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5080113410949707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5056250095367432},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46141207218170166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44241464138031006},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.42505979537963867},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22990953922271729},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16230350732803345}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8442167043685913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6358290314674377},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5474366545677185},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5293914675712585},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5080113410949707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5056250095367432},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46141207218170166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44241464138031006},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.42505979537963867},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22990953922271729},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16230350732803345},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2010.5582330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5582330","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1595132914","https://openalex.org/W2001141328","https://openalex.org/W2053186076","https://openalex.org/W2071128523","https://openalex.org/W2077776048","https://openalex.org/W2140095548","https://openalex.org/W2156718197","https://openalex.org/W2378387798"],"related_works":["https://openalex.org/W1974895211","https://openalex.org/W2176409448","https://openalex.org/W2129841057","https://openalex.org/W3040712279","https://openalex.org/W2364769705","https://openalex.org/W2056136368","https://openalex.org/W2374664672","https://openalex.org/W4367555392","https://openalex.org/W2538520412","https://openalex.org/W2883092465"],"abstract_inverted_index":{"Two":[0],"challenges":[1],"make":[2],"it":[3,36],"difficult":[4],"to":[5,23,76],"cluster":[6],"on-line":[7],"AECG":[8],"(Ambulatory":[9],"Electrocardiogram)":[10],"data.":[11,49],"They":[12],"are":[13],"huge":[14],"amount":[15],"ECG":[16,26,46,52],"(Electrocardiogram)":[17],"waveforms":[18],"and":[19,85,98],"high":[20],"dimension":[21,48],"vector":[22,47,53],"describe":[24],"individual":[25],"waveforms.":[27],"A":[28],"new":[29],"strategy":[30,92],"is":[31,62],"proposed":[32,91],"in":[33],"the":[34,40,45,63,78,90],"paper,":[35],"does":[37],"not":[38],"lose":[39],"clustering":[41,69,81],"accuracy":[42,96],"with":[43,87],"reduced":[44],"In":[50,68],"reducing":[51],"dimension,":[54],"Sanger":[55],"neural":[56],"network":[57],"was":[58,74],"introduced,":[59],"its":[60],"time-consuming":[61],"least":[64],"among":[65],"others":[66],"methods.":[67],"analysis,":[70],"Simulated":[71],"Annealing":[72],"algorithm":[73],"introduced":[75],"improve":[77],"effect":[79],"of":[80],"result.":[82],"Through":[83],"experiments":[84],"comparison":[86],"other":[88],"strategy,":[89],"reach":[93],"94.40%":[94],"average":[95],"rate":[97],"nearly":[99],"1/4":[100],"time":[101],"consuming.":[102]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}