{"id":"https://openalex.org/W2233737441","doi":"https://doi.org/10.1109/siu.2015.7129845","title":"Comparison of classification algorithms in classification of ECG beats by time series","display_name":"Comparison of classification algorithms in classification of ECG beats by time series","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W2233737441","doi":"https://doi.org/10.1109/siu.2015.7129845","mag":"2233737441"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2015.7129845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","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/A5090327128","display_name":"Yasin Kaya","orcid":"https://orcid.org/0000-0002-9074-0189"},"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":false,"raw_author_name":"Yasin Kaya","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Karadeniz Teknik \u00dcniversitesi, Trabzon, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Karadeniz Teknik \u00dcniversitesi, Trabzon, T\u00fcrkiye","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047153013","display_name":"H\u00fcseyin Pehlivan","orcid":"https://orcid.org/0000-0002-0672-9009"},"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":false,"raw_author_name":"Huseyin Pehlivan","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Karadeniz Teknik \u00dcniversitesi, Trabzon, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Karadeniz Teknik \u00dcniversitesi, Trabzon, T\u00fcrkiye","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":null,"apc_paid":null,"fwci":0.8709,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78089699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"407","last_page":"410"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"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":0.9997000098228455,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973999857902527,"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":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/left-bundle-branch-block","display_name":"Left bundle branch block","score":0.579546332359314},{"id":"https://openalex.org/keywords/right-bundle-branch-block","display_name":"Right bundle branch block","score":0.5786025524139404},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5613850355148315},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5387758612632751},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5323363542556763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5224765539169312},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5001306533813477},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.47747802734375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4646237790584564},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41021257638931274},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.37229815125465393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35106682777404785},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.28202736377716064},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22289961576461792},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.08338966965675354}],"concepts":[{"id":"https://openalex.org/C2777473070","wikidata":"https://www.wikidata.org/wiki/Q2143688","display_name":"Left bundle branch block","level":3,"score":0.579546332359314},{"id":"https://openalex.org/C2780350126","wikidata":"https://www.wikidata.org/wiki/Q180375","display_name":"Right bundle branch block","level":3,"score":0.5786025524139404},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5613850355148315},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5387758612632751},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5323363542556763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5224765539169312},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5001306533813477},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.47747802734375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4646237790584564},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41021257638931274},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.37229815125465393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35106682777404785},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.28202736377716064},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22289961576461792},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.08338966965675354},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2015.7129845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1844495464","https://openalex.org/W2034365922","https://openalex.org/W2095409369","https://openalex.org/W2130769894","https://openalex.org/W6638764595"],"related_works":["https://openalex.org/W2412059325","https://openalex.org/W2086889680","https://openalex.org/W3153505674","https://openalex.org/W4246466849","https://openalex.org/W2997511728","https://openalex.org/W2525967854","https://openalex.org/W2119349310","https://openalex.org/W4388878069","https://openalex.org/W4312478656","https://openalex.org/W4379364525"],"abstract_inverted_index":{"Today":[0],"one":[1],"of":[2,17,34,36,63,68,102,115],"the":[3,26,37,64,69,94,103,119],"most":[4],"important":[5],"health":[6],"problems":[7],"are":[8,91],"fatal":[9],"heart":[10,18],"related":[11],"diseases.":[12],"Early":[13],"diagnosis":[14],"and":[15,29,87,93,135],"treatment":[16],"disease":[19],"can":[20,48],"prevent":[21],"sudden":[22],"death.":[23],"Detected":[24],"through":[25],"human":[27],"body":[28],"seen":[30],"as":[31,107],"a":[32,60],"result":[33],"activity":[35],"heart's":[38],"electrical":[39],"signals":[40],"is":[41,59,105,125],"called":[42],"electrocardiogram":[43],"(ECG).":[44],"ECG":[45],"signal,":[46],"which":[47],"be":[49],"easily":[50],"obtained":[51],"without":[52],"causing":[53],"any":[54],"harm":[55],"to":[56],"patient's":[57],"body,":[58],"good":[61],"indicator":[62],"disorder":[65],"during":[66],"operation":[67],"hearth.":[70],"In":[71,142],"this":[72,143],"study,":[73,144],"Normal":[74],"beats":[75,90],"(N),":[76],"left":[77],"bundle":[78,83],"branch":[79,84],"block":[80,85],"(LBBB),":[81],"right":[82],"(RBBB)":[86],"Paced":[88],"beat(P)":[89],"classified":[92],"classification":[95,112,138],"performance":[96],"has":[97],"been":[98],"analyzed.":[99],"Time":[100],"series":[101],"signal":[104],"used":[106,126],"an":[108],"input":[109],"vector":[110],"for":[111,127],"algorithms":[113,139],"instead":[114],"extracting":[116],"features":[117],"from":[118],"signal.":[120],"Independent":[121],"component":[122],"analysis":[123],"(ICA)":[124],"feature":[128],"reduction.":[129],"Neural":[130],"networks,":[131],"k-nearest":[132],"neighbour,":[133],"Bayes,":[134],"Decision":[136],"trees":[137],"were":[140],"used.":[141],"kNN":[145],"showed":[146],"best":[147],"accuracy":[148],"rates.":[149]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
