{"id":"https://openalex.org/W1996767525","doi":"https://doi.org/10.4018/jhisi.2010040101","title":"Random Forest Classifier Based ECG Arrhythmia Classification","display_name":"Random Forest Classifier Based ECG Arrhythmia Classification","publication_year":2010,"publication_date":"2010-04-01","ids":{"openalex":"https://openalex.org/W1996767525","doi":"https://doi.org/10.4018/jhisi.2010040101","mag":"1996767525"},"language":"en","primary_location":{"id":"doi:10.4018/jhisi.2010040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jhisi.2010040101","pdf_url":null,"source":{"id":"https://openalex.org/S139009114","display_name":"International Journal of Healthcare Information Systems and Informatics","issn_l":"1555-3396","issn":["1555-3396","1555-340X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Healthcare Information Systems and Informatics","raw_type":"journal-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/A5111855572","display_name":"C. Vimal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Vimal","raw_affiliation_strings":["PSG College of Technology, India","PSG College of Technology,, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PSG College of Technology, India","institution_ids":["https://openalex.org/I4210109528"]},{"raw_affiliation_string":"PSG College of Technology,, India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111970170","display_name":"B. S. Sathish","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Sathish","raw_affiliation_strings":["PSG College of Technology, India","PSG College of Technology,, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PSG College of Technology, India","institution_ids":["https://openalex.org/I4210109528"]},{"raw_affiliation_string":"PSG College of Technology,, India","institution_ids":["https://openalex.org/I4210109528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210109528"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.09845705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"5","issue":"2","first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9934999942779541,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9933000206947327,"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/random-forest","display_name":"Random forest","score":0.8616131544113159},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.7083449363708496},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5954263806343079},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.592474102973938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.577824592590332},{"id":"https://openalex.org/keywords/cardiac-arrhythmia","display_name":"Cardiac arrhythmia","score":0.5296620726585388},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49615344405174255},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3737742602825165},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.22355562448501587},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19128474593162537},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16731178760528564},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.07620209455490112}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.8616131544113159},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.7083449363708496},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5954263806343079},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.592474102973938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.577824592590332},{"id":"https://openalex.org/C2988455589","wikidata":"https://www.wikidata.org/wiki/Q189331","display_name":"Cardiac arrhythmia","level":3,"score":0.5296620726585388},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49615344405174255},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3737742602825165},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.22355562448501587},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19128474593162537},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16731178760528564},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.07620209455490112},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jhisi.2010040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jhisi.2010040101","pdf_url":null,"source":{"id":"https://openalex.org/S139009114","display_name":"International Journal of Healthcare Information Systems and Informatics","issn_l":"1555-3396","issn":["1555-3396","1555-340X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Healthcare Information Systems and Informatics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jhisi0:v:5:y:2010:i:2:p:1-10","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jhisi.2010040101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.75,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1862584390","https://openalex.org/W1965049653","https://openalex.org/W1974372371","https://openalex.org/W2047081748","https://openalex.org/W2103308415","https://openalex.org/W2123108487","https://openalex.org/W2132483662","https://openalex.org/W2132583653","https://openalex.org/W2143232047","https://openalex.org/W2147774652","https://openalex.org/W2149446614","https://openalex.org/W2150789152","https://openalex.org/W2156105094","https://openalex.org/W2159047673","https://openalex.org/W2258033397","https://openalex.org/W2399259105","https://openalex.org/W2985440675","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2946788172","https://openalex.org/W112050585","https://openalex.org/W2314914269","https://openalex.org/W3082889039","https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W2889272531","https://openalex.org/W2739867511","https://openalex.org/W1546989560","https://openalex.org/W2889302474"],"abstract_inverted_index":{"Heart":[0],"Rate":[1],"Variability":[2],"(HRV)":[3],"analysis":[4,48],"is":[5],"a":[6,24,58],"non-invasive":[7],"tool":[8],"for":[9,16,31,51,80],"assessing":[10],"the":[11,69],"autonomic":[12],"nervous":[13],"system":[14,30,73],"and":[15,19,49,78],"arrhythmia":[17],"detection":[18],"classification.":[20,52],"This":[21,72],"paper":[22],"presents":[23],"Random":[25],"Forest":[26],"classifier":[27],"based":[28],"diagnostic":[29],"detecting":[32],"cardiac":[33],"arrhythmias":[34],"using":[35,46,68],"ECG":[36,44],"data.":[37],"The":[38,53],"authors":[39],"use":[40],"features":[41],"extracted":[42],"from":[43],"signals":[45],"HRV":[47],"DWT":[50],"experimental":[54],"results":[55],"indicate":[56],"that":[57],"prediction":[59],"accuracy":[60],"of":[61],"more":[62],"than":[63],"98%":[64],"can":[65,74],"be":[66,75],"obtained":[67],"proposed":[70],"method.":[71],"further":[76],"improved":[77],"fine-tuned":[79],"practical":[81],"applications.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}