{"id":"https://openalex.org/W2791077003","doi":"https://doi.org/10.1145/3018896.3036387","title":"Comparative analysis of different classification algorithms for prediction of diabetes disease","display_name":"Comparative analysis of different classification algorithms for prediction of diabetes disease","publication_year":2017,"publication_date":"2017-03-22","ids":{"openalex":"https://openalex.org/W2791077003","doi":"https://doi.org/10.1145/3018896.3036387","mag":"2791077003"},"language":"en","primary_location":{"id":"doi:10.1145/3018896.3036387","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3036387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","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/A5027350432","display_name":"Lujain AlThunayan","orcid":null},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Lujain AlThunayan","raw_affiliation_strings":["Prince Sultan University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081046577","display_name":"Nahed AlSahdi","orcid":null},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nahed AlSahdi","raw_affiliation_strings":["Prince Sultan University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033660316","display_name":"Liyakathunisa Syed","orcid":"https://orcid.org/0000-0003-4513-1795"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Liyakathunisa Syed","raw_affiliation_strings":["Prince Sultan University, Riyadh, KSA"],"affiliations":[{"raw_affiliation_string":"Prince Sultan University, Riyadh, KSA","institution_ids":["https://openalex.org/I142024983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027350432"],"corresponding_institution_ids":["https://openalex.org/I142024983"],"apc_list":null,"apc_paid":null,"fwci":1.445,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87613809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9994999766349792,"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":0.9994999766349792,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9887999892234802,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9769999980926514,"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/data-mining","display_name":"Data mining","score":0.7100391983985901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6996152997016907},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5941548347473145},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5827081203460693},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4913150370121002},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4643903374671936},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4147951602935791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36054202914237976}],"concepts":[{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7100391983985901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6996152997016907},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5941548347473145},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5827081203460693},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4913150370121002},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4643903374671936},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4147951602935791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36054202914237976},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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:10.1145/3018896.3036387","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3036387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2094794062","https://openalex.org/W2132996843","https://openalex.org/W2157199697","https://openalex.org/W2258015184","https://openalex.org/W2303288458","https://openalex.org/W2306153876","https://openalex.org/W2554650002"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W3213683101","https://openalex.org/W3035095237","https://openalex.org/W3186233728","https://openalex.org/W4200459988","https://openalex.org/W4361733776","https://openalex.org/W4281776617","https://openalex.org/W3020897463","https://openalex.org/W4319005243"],"abstract_inverted_index":{"Diabetes":[0],"Mellitus":[1],"is":[2,18,51,87],"fast":[3],"becoming":[4],"an":[5],"endemic":[6],"in":[7,11,40,94,128],"the":[8,22,52,90,111,126,132,158,161],"world,":[9],"especially":[10],"developing":[12],"countries.":[13],"An":[14],"efficient":[15],"prediction":[16,73,138],"methodology":[17],"needed":[19],"to":[20,42,103,109,130],"diagnose":[21],"diabetes":[23,140],"disease,":[24],"which":[25],"can":[26],"be":[27],"helpful":[28],"for":[29,120,137,156],"health":[30],"care":[31],"professionals.":[32],"Data":[33,49,67],"mining":[34,50,68,107],"techniques":[35,69,93,108],"have":[36],"been":[37],"widely":[38],"used":[39,92,155],"healthcare":[41],"mine":[43],"knowledgeable":[44],"information":[45],"from":[46],"medical":[47,95],"data.":[48],"process":[53],"of":[54,74,89,113,139,160],"analyzing":[55],"data":[56,96,106],"based":[57],"on":[58],"different":[59,114],"perspectives":[60],"and":[61,80,84,124,151],"summarizing":[62],"it":[63],"into":[64],"useful":[65],"information.":[66],"are":[70,154],"proven":[71],"forearly":[72],"several":[75],"diseases":[76],"with":[77],"higher":[78],"accuracy":[79,150,159],"lower":[81],"error":[82,152],"rate":[83,153],"cost.":[85],"Classification":[86],"one":[88],"generally":[91],"mining.":[97],"In":[98],"this":[99],"paper,":[100],"we":[101],"intend":[102],"explore":[104],"various":[105],"show":[110],"comparison":[112],"classification":[115,135],"algorithms":[116],"using":[117],"Waikato":[118],"Environment":[119],"Knowledge":[121],"Analysis":[122],"(WEKA)":[123],"analyze":[125],"results":[127],"order":[129],"find":[131],"best":[133],"suitable":[134],"algorithm":[136],"diseases.":[141],"Various":[142],"performance":[143],"measures":[144],"metrics":[145],"such":[146],"as":[147],"sensitivity,":[148],"specificity,":[149],"finding":[157],"classifier.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
