{"id":"https://openalex.org/W2169395735","doi":"https://doi.org/10.5430/air.v2n3p45","title":"An interpretable classifier for detection of cardiac arrhythmias by using the fuzzy decision tree","display_name":"An interpretable classifier for detection of cardiac arrhythmias by using the fuzzy decision tree","publication_year":2013,"publication_date":"2013-04-10","ids":{"openalex":"https://openalex.org/W2169395735","doi":"https://doi.org/10.5430/air.v2n3p45","mag":"2169395735"},"language":"en","primary_location":{"id":"doi:10.5430/air.v2n3p45","is_oa":true,"landing_page_url":"https://doi.org/10.5430/air.v2n3p45","pdf_url":"https://www.sciedu.ca/journal/index.php/air/article/download/1892/1524","source":{"id":"https://openalex.org/S4210167461","display_name":"Artificial Intelligence Research","issn_l":"1927-6974","issn":["1927-6974","1927-6982"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320842","host_organization_name":"Sciedu Press","host_organization_lineage":["https://openalex.org/P4310320842"],"host_organization_lineage_names":["Sciedu Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.sciedu.ca/journal/index.php/air/article/download/1892/1524","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013857293","display_name":"Omar Behadada","orcid":null},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Omar Behadada","raw_affiliation_strings":["Biomedical Engineering Laboratory, Department of Biomedical Engineering,\r\n Faculty of technology, Abou Bekr Belkaid University","Biomedical Engineering Laboratory, Department of Biomedical Engineering,\n Faculty of technology, Abou Bekr Belkaid University"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Laboratory, Department of Biomedical Engineering,\r\n Faculty of technology, Abou Bekr Belkaid University","institution_ids":["https://openalex.org/I233209018"]},{"raw_affiliation_string":"Biomedical Engineering Laboratory, Department of Biomedical Engineering,\n Faculty of technology, Abou Bekr Belkaid University","institution_ids":["https://openalex.org/I233209018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110542350","display_name":"M. Amine Chikh","orcid":null},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"M. A Chikh","raw_affiliation_strings":["Biomedical Engineering Laboratory, Department of Biomedical Engineering,\r\n Faculty of technology, Abou Bekr Belkaid University","Biomedical Engineering Laboratory, Department of Biomedical Engineering,\n Faculty of technology, Abou Bekr Belkaid University"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Laboratory, Department of Biomedical Engineering,\r\n Faculty of technology, Abou Bekr Belkaid University","institution_ids":["https://openalex.org/I233209018"]},{"raw_affiliation_string":"Biomedical Engineering Laboratory, Department of Biomedical Engineering,\n Faculty of technology, Abou Bekr Belkaid University","institution_ids":["https://openalex.org/I233209018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013857293"],"corresponding_institution_ids":["https://openalex.org/I233209018"],"apc_list":null,"apc_paid":null,"fwci":0.3971,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.6995567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9764999747276306,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9373000264167786,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7522565126419067},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6964645981788635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5909385085105896},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.5796936750411987},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5544410347938538},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5456573963165283},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5230068564414978},{"id":"https://openalex.org/keywords/medical-knowledge","display_name":"Medical knowledge","score":0.4981114864349365},{"id":"https://openalex.org/keywords/cardiac-arrhythmia","display_name":"Cardiac arrhythmia","score":0.4836958050727844},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43172669410705566},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3694710433483124},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19692105054855347},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.1927488148212433}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7522565126419067},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6964645981788635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5909385085105896},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.5796936750411987},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5544410347938538},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5456573963165283},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5230068564414978},{"id":"https://openalex.org/C2985722590","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medical knowledge","level":2,"score":0.4981114864349365},{"id":"https://openalex.org/C2988455589","wikidata":"https://www.wikidata.org/wiki/Q189331","display_name":"Cardiac arrhythmia","level":3,"score":0.4836958050727844},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43172669410705566},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3694710433483124},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19692105054855347},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.1927488148212433},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.0},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5430/air.v2n3p45","is_oa":true,"landing_page_url":"https://doi.org/10.5430/air.v2n3p45","pdf_url":"https://www.sciedu.ca/journal/index.php/air/article/download/1892/1524","source":{"id":"https://openalex.org/S4210167461","display_name":"Artificial Intelligence Research","issn_l":"1927-6974","issn":["1927-6974","1927-6982"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320842","host_organization_name":"Sciedu Press","host_organization_lineage":["https://openalex.org/P4310320842"],"host_organization_lineage_names":["Sciedu Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5430/air.v2n3p45","is_oa":true,"landing_page_url":"https://doi.org/10.5430/air.v2n3p45","pdf_url":"https://www.sciedu.ca/journal/index.php/air/article/download/1892/1524","source":{"id":"https://openalex.org/S4210167461","display_name":"Artificial Intelligence Research","issn_l":"1927-6974","issn":["1927-6974","1927-6982"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320842","host_organization_name":"Sciedu Press","host_organization_lineage":["https://openalex.org/P4310320842"],"host_organization_lineage_names":["Sciedu Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2169395735.pdf","grobid_xml":"https://content.openalex.org/works/W2169395735.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W139226361","https://openalex.org/W1559511987","https://openalex.org/W1965049653","https://openalex.org/W1999138184","https://openalex.org/W2014562825","https://openalex.org/W2015487637","https://openalex.org/W2017487767","https://openalex.org/W2037689320","https://openalex.org/W2112715856","https://openalex.org/W2123974402","https://openalex.org/W2125055259","https://openalex.org/W2169038408","https://openalex.org/W2187164964","https://openalex.org/W2766736793","https://openalex.org/W4242861367","https://openalex.org/W6601250092"],"related_works":["https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W4319437832","https://openalex.org/W4243803609","https://openalex.org/W2030894524","https://openalex.org/W2350430350","https://openalex.org/W2592385415","https://openalex.org/W102063058","https://openalex.org/W2006686080"],"abstract_inverted_index":{"An":[0],"extraction":[1],"of":[2,32,47,64,70,106],"medical":[3,43],"knowledge":[4],"from":[5,111],"cardiological":[6,112],"data":[7,113],"is":[8,14,50,74],"proposed":[9],"in":[10,36,80],"this":[11,48,65],"work,":[12],"it":[13],"based":[15],"on":[16,52],"relevant":[17],"intelligent":[18],"method":[19],"called":[20],"fuzzy":[21,90,107],"decision":[22,91,108],"tree.":[23],"It":[24,73],"could":[25],"lead":[26],"to":[27,40,93],"increase":[28],"understanding":[29],"the":[30,53,58,68,89,99,104],"cause":[31],"various":[33],"abnormal":[34],"beats":[35],"cardiac":[37,96],"activity,":[38],"leading":[39],"a":[41,84],"better":[42],"diagnosis.":[44],"The":[45,61],"performance":[46],"technique":[49],"evaluated":[51],"MIT-BIH":[54],"Arrhythmia":[55],"Database":[56],"following":[57],"AAMI":[59],"recommendations.":[60],"first":[62],"part":[63,86,101],"paper":[66],"discusses":[67],"characterization":[69],"heart":[71],"beats.":[72],"considered":[75],"as":[76],"an":[77],"important":[78],"step":[79],"arrhythmias":[81],"classification.":[82],"In":[83,98],"second":[85],"we":[87,102],"apply":[88],"tree":[92],"recognize":[94],"some":[95],"abnormalities.":[97],"last":[100],"discuss":[103],"activity":[105],"rules":[109],"extracted":[110],"analyzing.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
