{"id":"https://openalex.org/W2623906388","doi":"https://doi.org/10.5958/0974-360x.2017.00253.0","title":"A Novel Study of Machine Learning Algorithms for Classifying Health Care Data","display_name":"A Novel Study of Machine Learning Algorithms for Classifying Health Care Data","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2623906388","doi":"https://doi.org/10.5958/0974-360x.2017.00253.0","mag":"2623906388"},"language":"en","primary_location":{"id":"doi:10.5958/0974-360x.2017.00253.0","doi":"https://doi.org/10.5958/0974-360x.2017.00253.0","is_oa":true,"landing_page_url":"https://doi.org/10.5958/0974-360x.2017.00253.0","pdf_url":null,"source":{"id":"https://openalex.org/S4210228335","display_name":"Research Journal of Pharmacy and Technology","issn_l":"0974-360X","issn":["0974-360X","0974-3618"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research Journal of Pharmacy and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5958/0974-360x.2017.00253.0","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012960549","display_name":"K. Meenakshi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K Meenakshi","raw_affiliation_strings":["[Department of Information Technology, SRM University, Chennai]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Department of Information Technology, SRM University, Chennai]","institution_ids":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109048336","display_name":"M. Safa","orcid":"https://orcid.org/0000-0001-5901-0826","observed_orcids":["https://orcid.org/0000-0001-5901-0826"]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M Safa","raw_affiliation_strings":["[Department of Information Technology, SRM University, Chennai]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Department of Information Technology, SRM University, Chennai]","institution_ids":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004369038","display_name":"T. Karthick","orcid":"https://orcid.org/0000-0003-2387-7086","observed_orcids":["https://orcid.org/0000-0003-2387-7086"]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T Karthick","raw_affiliation_strings":["[Department of Information Technology, SRM University, Chennai]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Department of Information Technology, SRM University, Chennai]","institution_ids":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059052272","display_name":"N. Sivaranjani","orcid":"https://orcid.org/0000-0002-8116-0852","observed_orcids":["https://orcid.org/0000-0002-8116-0852"]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N Sivaranjani","raw_affiliation_strings":["[Department of Information Technology, SRM University, Chennai]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Department of Information Technology, SRM University, Chennai]","institution_ids":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7316,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.89671362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"10","issue":"5","first_page":"1429","last_page":"1429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9976000189781189,"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":0.9976000189781189,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13038","display_name":"Internet of Things and AI","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/machine-learning-algorithms","display_name":"machine learning algorithms","score":0.8370000123977661},{"id":"https://openalex.org/keywords/classification-accuracy","display_name":"classification accuracy","score":0.6359999775886536},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"false positive rate","score":0.9700000286102295}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.52587890625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5253486037254333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46031615138053894},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4459380805492401},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.42095986008644104},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5958/0974-360x.2017.00253.0","doi":"https://doi.org/10.5958/0974-360x.2017.00253.0","is_oa":true,"landing_page_url":"https://doi.org/10.5958/0974-360x.2017.00253.0","pdf_url":null,"source":{"id":"https://openalex.org/S4210228335","display_name":"Research Journal of Pharmacy and Technology","issn_l":"0974-360X","issn":["0974-360X","0974-3618"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research Journal of Pharmacy and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5958/0974-360x.2017.00253.0","doi":"https://doi.org/10.5958/0974-360x.2017.00253.0","is_oa":true,"landing_page_url":"https://doi.org/10.5958/0974-360x.2017.00253.0","pdf_url":null,"source":{"id":"https://openalex.org/S4210228335","display_name":"Research Journal of Pharmacy and Technology","issn_l":"0974-360X","issn":["0974-360X","0974-3618"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research Journal of Pharmacy and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9763000011444092,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4404210185","https://openalex.org/W3000134521","https://openalex.org/W3213388861","https://openalex.org/W7217593661","https://openalex.org/W7217723041","https://openalex.org/W4282933393","https://openalex.org/W2783900457","https://openalex.org/W2327736072","https://openalex.org/W3164448382","https://openalex.org/W3094041170"],"abstract_inverted_index":{"Machine":[0,28],"learning":[1,15,29,60,94,113,116,156,175,182,214],"is":[2,55,169],"a":[3,11],"kind":[4,57,76],"of":[5,14,34,58,77,134,137,149,153,165,190,198,215],"data":[6],"analysis":[7,73,128,167,189],"technique":[8],"which":[9,81,119,177,208],"provides":[10,130],"flexible":[12],"way":[13,33],"information":[16,40,118],"about":[17,88],"the":[18,32,38,42,86,89,111,117,131,172,191,195],"data,":[19,44],"so":[20,45],"that":[21,46,158,201],"necessary":[22],"action":[23],"can":[24,49,178,209],"be":[25,50],"predicted":[26],"accurately.":[27,53],"techniques":[30,157],"provide":[31],"analyzing":[35],"and":[36,68,101,103,151,204],"predicting":[37],"valuable":[39],"from":[41],"available":[43,63],"further":[47],"actions":[48],"carried":[51,202],"out":[52],"There":[54],"several":[56],"machine":[59,93,112,155,174],"approaches":[61,95,114,200],"are":[62,79,82,120,159],"based":[64],"on":[65],"their":[66,98],"behavior":[67],"working":[69,99,135],"procedure.":[70],"In":[71],"this":[72,125,166],"work":[74,129,168,192],"different":[75,138,154,199],"methodologies":[78],"discussed":[80,121],"used":[83],"to":[84,170,180,211],"learn":[85],"knowledge":[87],"program.":[90],"The":[91,127,162,188],"various":[92,143],"differs":[96],"in":[97,122,124],"procedure":[100,136],"inputs":[102],"output":[104],"processed":[105],"by":[106,142],"them.":[107],"Various":[108],"applications":[109],"adapted":[110],"for":[115],"detail":[123],"paper.":[126],"detailed":[132],"view":[133],"research":[139],"works":[140],"implemented":[141],"authors.":[144],"It":[145],"also":[146],"gives":[147],"overview":[148],"merits":[150],"demerits":[152],"proposed":[160],"earlier.":[161],"main":[163],"goal":[164],"identify":[171],"better":[173,206],"approach":[176,207],"lead":[179,210],"accurate":[181,213],"with":[183,194],"less":[184],"false":[185],"positive":[186],"rate.":[187],"concluded":[193],"performance":[196],"results":[197],"down":[203],"shows":[205],"more":[212],"health":[216],"care":[217],"data.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2017-06-15T00:00:00"}
