乐胖代购免代理版

{"id":"https://openalex.org/W2910562762","doi":"https://doi.org/10.1145/3288200.3288201","title":"Comparing the Performances of PCA (Principle Component Analysis) and LDA (Linear Discriminant Analysis) Transformations on PAF (Paroxysmal Atrial Fibrillation) Patient Detection","display_name":"Comparing the Performances of PCA (Principle Component Analysis) and LDA (Linear Discriminant Analysis) Transformations on PAF (Paroxysmal Atrial Fibrillation) Patient Detection","publication_year":2018,"publication_date":"2018-10-11","ids":{"openalex":"https://openalex.org/W2910562762","doi":"https://doi.org/10.1145/3288200.3288201","mag":"2910562762"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3288200.3288201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5064849692","display_name":"Safa Sadaghiyanfam","orcid":null},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Safa Sadaghiyanfam","raw_affiliation_strings":["Applied Science Institution, Biomedical Technologies Program, Dokuz Eyl\u00fcl University, Izmir, Turkey"],"affiliations":[{"raw_affiliation_string":"Applied Science Institution, Biomedical Technologies Program, Dokuz Eyl\u00fcl University, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081246975","display_name":"Mehmet Kuntalp","orcid":"https://orcid.org/0000-0002-3381-9026"},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Kuntalp","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Dokuz Eyl\u00fcl University, Izmir, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Dokuz Eyl\u00fcl University, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.929,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":11,"citation_normalized_percentile":{"value":0.704683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":86,"max":87},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9975,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9975,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9899,"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/T11217","display_name":"Cardiac Arrhythmias and Treatments","score":0.953,"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/paroxysmal-atrial-fibrillation","display_name":"Paroxysmal atrial fibrillation","score":0.625881},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.41761404}],"concepts":[{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.85031414},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7674929},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6382555},{"id":"https://openalex.org/C2985986913","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Paroxysmal atrial fibrillation","level":3,"score":0.625881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5276129},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.51457113},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.45811266},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.4463333},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.41761404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3922618},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.36177444},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.34643075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3277923},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32279927},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1030505},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3288200.3288201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.71,"display_name":"Reduced inequalities"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":12,"referenced_works":["https://openalex.org/W1966246940","https://openalex.org/W1984797082","https://openalex.org/W1997539509","https://openalex.org/W2008567326","https://openalex.org/W2029900646","https://openalex.org/W2062323394","https://openalex.org/W2074050301","https://openalex.org/W2092492353","https://openalex.org/W2131103247","https://openalex.org/W2132505348","https://openalex.org/W2157891935","https://openalex.org/W2330628066"],"related_works":["https://openalex.org/W2520305169","https://openalex.org/W2371006619","https://openalex.org/W2369676372","https://openalex.org/W2312955079","https://openalex.org/W2148952803","https://openalex.org/W2120990274","https://openalex.org/W2120119311","https://openalex.org/W2067834828","https://openalex.org/W1984671715","https://openalex.org/W1540434450"],"abstract_inverted_index":{"Linear":[0],"Discriminant":[1],"Analysis":[2,7],"(LDA)":[3],"and":[4,15,41,68],"Principle":[5],"Component":[6],"(PCA)":[8],"are":[9],"offered":[10],"schemes":[11],"for":[12,43],"feature":[13],"extraction":[14],"dimension":[16],"reduction.":[17],"They":[18],"have":[19,96],"been":[20],"used":[21,71],"extensively":[22],"in":[23],"many":[24],"applications":[25],"involving":[26],"high-dimensional":[27],"data.":[28],"In":[29],"this":[30,59],"study,":[31],"we":[32],"compared":[33],"the":[34,44,76,84],"effectivity":[35],"of":[36,46,63],"features":[37,64,95],"obtained":[38,65,90,102],"from":[39,51,66,103],"PCA":[40,67],"LDA":[42,69,94],"diagnosis":[45],"Paroxysmal":[47],"Atrial":[48],"Fibrillation":[49],"(PAF)":[50],"normal":[52],"sinus":[53],"rhythm":[54],"(NSR)":[55],"ECG":[56],"records.":[57],"Within":[58],"framework,":[60],"a":[61],"set":[62],"were":[70],"as":[72,83],"an":[73],"input":[74],"to":[75],"same":[77],"classification":[78],"algorithm,":[79],"which":[80],"is":[81],"chosen":[82],"K-Nearest":[85],"Neighbor":[86],"(kNN)":[87],"Algorithm.":[88],"The":[89],"results":[91],"elicit":[92],"that":[93],"better":[97],"discrimination":[98],"capability":[99],"than":[100],"those":[101],"PCA.":[104]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2910562762","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2019,"cited_by_count":5}],"updated_date":"2024-12-30T20:29:39.751323","created_date":"2019-01-25"}