{"id":"https://openalex.org/W4360585094","doi":"https://doi.org/10.1109/ic3i56241.2022.10072906","title":"An Efficient Techniques For Disease Prediction From Medical Data Using Data Mining And Machine Learning","display_name":"An Efficient Techniques For Disease Prediction From Medical Data Using Data Mining And Machine Learning","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4360585094","doi":"https://doi.org/10.1109/ic3i56241.2022.10072906"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i56241.2022.10072906","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10072906","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5004960334","display_name":"Bharat Bhushan Agrawal","orcid":null},"institutions":[{"id":"https://openalex.org/I2801192375","display_name":"IFTM University","ror":"https://ror.org/02v2sn747","country_code":"IN","type":"education","lineage":["https://openalex.org/I2801192375"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bharat Bhushan Agrawal","raw_affiliation_strings":["IFTM University,Department of Computer Science & Engineering,Moradabad,Uttar Pradesh"],"affiliations":[{"raw_affiliation_string":"IFTM University,Department of Computer Science & Engineering,Moradabad,Uttar Pradesh","institution_ids":["https://openalex.org/I2801192375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004014203","display_name":"Husam H. Abdulmughni","orcid":null},"institutions":[{"id":"https://openalex.org/I170535673","display_name":"Sana'a University","ror":"https://ror.org/04hcvaf32","country_code":"YE","type":"education","lineage":["https://openalex.org/I170535673"]}],"countries":["YE"],"is_corresponding":false,"raw_author_name":"Husam H. Abdulmughni","raw_affiliation_strings":["Sana'a University,Faculty of computer and IT,Department of Information Technology,Sana'a,Yemen"],"affiliations":[{"raw_affiliation_string":"Sana'a University,Faculty of computer and IT,Department of Information Technology,Sana'a,Yemen","institution_ids":["https://openalex.org/I170535673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001898379","display_name":"Ali A. Al-Bakhrani","orcid":null},"institutions":[{"id":"https://openalex.org/I4388482659","display_name":"Albaydha University","ror":"https://ror.org/0505vtn61","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482659"]}],"countries":["YE"],"is_corresponding":false,"raw_author_name":"Ali A. Al-Bakhrani","raw_affiliation_strings":["Sana’a Yemen Faculty of Administrative and Computer Sciences, Albaydha University,Technique Leaders College,Department of Computer Science,Yemen"],"affiliations":[{"raw_affiliation_string":"Sana’a Yemen Faculty of Administrative and Computer Sciences, Albaydha University,Technique Leaders College,Department of Computer Science,Yemen","institution_ids":["https://openalex.org/I4388482659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007692620","display_name":"Pranoti Nage","orcid":"https://orcid.org/0000-0003-4295-1587"},"institutions":[{"id":"https://openalex.org/I19986915","display_name":"Shreemati Nathibai Damodar Thackersey Women's University","ror":"https://ror.org/05fnn5020","country_code":"IN","type":"education","lineage":["https://openalex.org/I19986915"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pranoti Durgadas Nage","raw_affiliation_strings":["Usha Mittal Institute of Technology, SNDT Women's University, Mumbai Juhu Campus, Santacruz (W),Mumbai"],"affiliations":[{"raw_affiliation_string":"Usha Mittal Institute of Technology, SNDT Women's University, Mumbai Juhu Campus, Santacruz (W),Mumbai","institution_ids":["https://openalex.org/I19986915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065815711","display_name":"Sushma Jaiswal","orcid":"https://orcid.org/0000-0002-6253-7327"},"institutions":[{"id":"https://openalex.org/I26285277","display_name":"Guru Ghasidas Vishwavidyalaya","ror":"https://ror.org/05bvxq496","country_code":"IN","type":"education","lineage":["https://openalex.org/I26285277"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sushma Jaiswal","raw_affiliation_strings":["Guru Ghasidas Vishwavidyalaya (A Central University),Department of Computer Science & Information Technology (CSIT),Bilaspur,(C.G.),India"],"affiliations":[{"raw_affiliation_string":"Guru Ghasidas Vishwavidyalaya (A Central University),Department of Computer Science & Information Technology (CSIT),Bilaspur,(C.G.),India","institution_ids":["https://openalex.org/I26285277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056486375","display_name":"Vikas Tripathi","orcid":"https://orcid.org/0000-0002-2254-3044"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikas Tripathi","raw_affiliation_strings":["Graphic Era Deemed to be University,Department of Computer Science & Engineering,Dehradun,Uttarakhand,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Deemed to be University,Department of Computer Science & Engineering,Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004960334"],"corresponding_institution_ids":["https://openalex.org/I2801192375"],"apc_list":null,"apc_paid":null,"fwci":0.319,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66831246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"287","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9984999895095825,"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/T13693","display_name":"Smart Systems and Machine Learning","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T14174","display_name":"Artificial Intelligence and Decision Support Systems","score":0.9641000032424927,"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/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.7920699715614319},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6807264685630798},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6254452466964722},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5720435380935669},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5675125122070312},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.556169331073761},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5069230198860168},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.4395044147968292},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4371799826622009},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43268248438835144},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.4142306447029114},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3810499906539917},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.21231016516685486}],"concepts":[{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.7920699715614319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6807264685630798},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6254452466964722},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5720435380935669},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5675125122070312},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.556169331073761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5069230198860168},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.4395044147968292},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4371799826622009},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43268248438835144},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.4142306447029114},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3810499906539917},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.21231016516685486},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i56241.2022.10072906","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10072906","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1975290983","https://openalex.org/W1977000084","https://openalex.org/W2805698288","https://openalex.org/W2867143090","https://openalex.org/W2982657588","https://openalex.org/W2996908335","https://openalex.org/W3153045320","https://openalex.org/W3162922322","https://openalex.org/W3191606084","https://openalex.org/W3209797678","https://openalex.org/W4210428317","https://openalex.org/W4232687423","https://openalex.org/W4233300474","https://openalex.org/W4235453712","https://openalex.org/W4248645273","https://openalex.org/W4251957845","https://openalex.org/W4252348620","https://openalex.org/W6807235063"],"related_works":["https://openalex.org/W2997511728","https://openalex.org/W4214653893","https://openalex.org/W4214491888","https://openalex.org/W2149097950","https://openalex.org/W2756012949","https://openalex.org/W3096006032","https://openalex.org/W2313958768","https://openalex.org/W3003508951","https://openalex.org/W3124731355","https://openalex.org/W3036853918"],"abstract_inverted_index":{"Individuals":[0],"are":[1,65,83,215],"susceptible":[2],"to":[3,114,138,158,185,197,217],"numerous":[4],"ailments":[5],"in":[6,92],"today's":[7],"global":[8],"setting,":[9],"with":[10,76],"people":[11],"living":[12],"highly":[13],"automated":[14],"lives":[15],"under":[16],"tremendous":[17],"job":[18],"pressure,":[19],"both":[20],"at":[21,24,34,61],"home":[22],"and":[23,57,80,89,102,106,123,145,177,235],"work.":[25],"Such":[26],"disorders":[27],"have":[28],"recently":[29],"been":[30],"on":[31,181],"the":[32,41,68,129,140,160,190,199,219,226,231,233,236],"rise":[33],"an":[35,150,193],"alarming":[36],"pace.":[37],"As":[38],"a":[39,46,54,58,94],"result,":[40],"healthcare":[42],"business":[43],"must":[44,135],"assume":[45],"prominent":[47],"position":[48],"soon,":[49],"accountable":[50],"for":[51,70,104,117],"people's":[52],"health,":[53],"better":[55],"society,":[56],"successful":[59],"country":[60],"large.":[62],"Healthcare":[63,74],"prices":[64],"rising":[66],"as":[67,167,225],"demand":[69],"health":[71],"amenities":[72],"grows.":[73],"facilities":[75],"improved":[77],"detection,":[78],"diagnostics,":[79],"treatment":[81,125],"procedures":[82,126],"desperately":[84],"needed.":[85],"With":[86],"growing":[87],"digitization":[88],"computing":[90,133],"techniques":[91],"place,":[93],"massive":[95],"amount":[96],"of":[97,143,154,162,201,221,228],"data":[98,110,116,182,206],"is":[99,157],"being":[100],"generated":[101],"used":[103,113,137,216],"diagnostic":[105],"detection":[107],"approaches.":[108],"This":[109],"might":[111],"be":[112,136],"obtain":[115],"anticipating":[118],"disease,":[119],"commencing":[120],"preventative":[121],"measures,":[122],"improving":[124],"long":[127],"before":[128],"diseases":[130],"progress.":[131],"Powerful":[132],"technologies":[134],"build":[139],"finest":[141],"intelligence":[142],"forecasting":[144],"decision-making":[146],"abilities":[147],"evaluated":[148],"by":[149],"expert.":[151],"The":[152],"purpose":[153],"this":[155],"paper":[156],"examine":[159],"effectiveness":[161],"various":[163,222],"classification":[164],"techniques,":[165],"such":[166,224],"Naive":[168],"Bayes":[169],"(NB),":[170],"J48,":[171],"REF":[172],"Tree,":[173],"Metaheuristic":[174],"Optimization":[175],"(SMO),":[176],"Linear":[178],"regression":[179],"(LR),":[180],"sets":[183,207],"pertaining":[184],"cardiovascular":[186],"disease":[187],"(CVD).":[188],"Employing":[189],"WEKA":[191],"tool,":[192],"analysis":[194],"was":[195],"designed":[196],"test":[198],"efficacy":[200],"several":[202],"strategies":[203],"using":[204],"illness":[205],"obtained":[208],"from":[209],"UCI":[210],"respiratory.":[211],"Different":[212],"categorization":[213],"methods":[214],"compare":[218],"values":[220],"metrics,":[223],"percentage":[227],"right":[229],"classifications,":[230],"recall,":[232],"F-measure,":[234],"time":[237],"required.":[238]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}