{"id":"https://openalex.org/W3011527023","doi":"https://doi.org/10.1109/icca49400.2020.9022853","title":"Effective Analytics on Healthcare Big Data Using Ensemble Learning","display_name":"Effective Analytics on Healthcare Big Data Using Ensemble Learning","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3011527023","doi":"https://doi.org/10.1109/icca49400.2020.9022853","mag":"3011527023"},"language":"en","primary_location":{"id":"doi:10.1109/icca49400.2020.9022853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca49400.2020.9022853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Computer Applications(ICCA)","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/A5066027715","display_name":"Pau Suan Mung","orcid":null},"institutions":[{"id":"https://openalex.org/I80293557","display_name":"University of Computer Studies Yangon","ror":"https://ror.org/019ad8130","country_code":"MM","type":"education","lineage":["https://openalex.org/I80293557"]}],"countries":["MM"],"is_corresponding":true,"raw_author_name":"Pau Suan Mung","raw_affiliation_strings":["University of Computer Studies, Yangon, Yangon, Myanmar"],"affiliations":[{"raw_affiliation_string":"University of Computer Studies, Yangon, Yangon, Myanmar","institution_ids":["https://openalex.org/I80293557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027030111","display_name":"Sabai Phyu","orcid":"https://orcid.org/0000-0003-1304-8479"},"institutions":[{"id":"https://openalex.org/I80293557","display_name":"University of Computer Studies Yangon","ror":"https://ror.org/019ad8130","country_code":"MM","type":"education","lineage":["https://openalex.org/I80293557"]}],"countries":["MM"],"is_corresponding":false,"raw_author_name":"Sabai Phyu","raw_affiliation_strings":["University of Computer Studies, Yangon, Yangon, Myanmar"],"affiliations":[{"raw_affiliation_string":"University of Computer Studies, Yangon, Yangon, Myanmar","institution_ids":["https://openalex.org/I80293557"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066027715"],"corresponding_institution_ids":["https://openalex.org/I80293557"],"apc_list":null,"apc_paid":null,"fwci":4.4083,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.94961297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9922000169754028,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9922000169754028,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/big-data","display_name":"Big data","score":0.8199844360351562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8001755475997925},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6773574948310852},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6216228008270264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5776656866073608},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5369192361831665},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.535669207572937},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5049541592597961},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.4470753073692322},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.42898988723754883},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4275061786174774},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41664668917655945},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3485964238643646}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8199844360351562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8001755475997925},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6773574948310852},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6216228008270264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5776656866073608},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5369192361831665},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.535669207572937},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5049541592597961},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.4470753073692322},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.42898988723754883},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4275061786174774},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41664668917655945},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3485964238643646},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca49400.2020.9022853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca49400.2020.9022853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Computer Applications(ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1985255975","https://openalex.org/W2305347498","https://openalex.org/W2736184354","https://openalex.org/W2752032793","https://openalex.org/W2903544015","https://openalex.org/W2943808191","https://openalex.org/W2963316301","https://openalex.org/W2974534215","https://openalex.org/W2991701375"],"related_works":["https://openalex.org/W2570647323","https://openalex.org/W2206805568","https://openalex.org/W2076942471","https://openalex.org/W2863268765","https://openalex.org/W4226266853","https://openalex.org/W2896245927","https://openalex.org/W4210252074","https://openalex.org/W3027285423","https://openalex.org/W2805665112","https://openalex.org/W4238120086"],"abstract_inverted_index":{"Healthcare":[0],"big":[1,53,58],"data":[2,28,38,56,59,75],"is":[3,17,29,119,128],"a":[4],"collection":[5],"of":[6,8,55,80,109],"record":[7],"patient,":[9],"hospital,":[10],"doctors":[11],"and":[12,15,22,33,87],"medical":[13],"treatment":[14],"it":[16,127],"so":[18,24],"large,":[19],"complex,":[20],"distributed":[21],"growing":[23],"fast":[25],"that":[26,130],"this":[27,43,95],"difficult":[30],"to":[31,76],"maintain":[32],"analyze":[34],"using":[35,57],"some":[36,45,69],"traditional":[37],"analytics":[39,60],"tools.":[40],"To":[41,91],"solve":[42],"difficulties,":[44],"machine":[46,70,99,111],"learning":[47,71,100,112,132],"tools":[48],"are":[49,114],"applied":[50,85],"on":[51,73],"such":[52],"amount":[54],"framework.":[61],"In":[62],"recent":[63],"years,":[64],"many":[65],"researchers":[66],"have":[67],"proposed":[68],"approaches":[72],"healthcare":[74],"improve":[77],"the":[78,107],"accuracy":[79],"analytics.":[81],"These":[82],"techniques":[83],"were":[84],"individually":[86],"compared":[88],"their":[89],"results.":[90],"get":[92],"better":[93],"accuracy,":[94],"paper":[96],"proposes":[97],"one":[98],"approach":[101],"called":[102],"ensemble":[103,131],"learning,":[104],"in":[105],"which":[106],"results":[108],"three":[110],"algorithms":[113],"combined.":[115],"Soft":[116],"voting":[117],"method":[118],"used":[120],"for":[121],"combining":[122],"accuracies.":[123],"From":[124],"these":[125],"results,":[126],"observed":[129],"can":[133],"obtain":[134],"maximum":[135],"accuracy.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}