{"id":"https://openalex.org/W3151961581","doi":"https://doi.org/10.1007/s11063-021-10491-0","title":"Improving the Accuracy of Diabetes Diagnosis Applications through a Hybrid Feature Selection Algorithm","display_name":"Improving the Accuracy of Diabetes Diagnosis Applications through a Hybrid Feature Selection Algorithm","publication_year":2021,"publication_date":"2021-03-27","ids":{"openalex":"https://openalex.org/W3151961581","doi":"https://doi.org/10.1007/s11063-021-10491-0","mag":"3151961581","pmid":"https://pubmed.ncbi.nlm.nih.gov/33814965"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-021-10491-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-021-10491-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-021-10491-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-021-10491-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100434101","display_name":"Xiaohua Li","orcid":"https://orcid.org/0000-0001-8706-9964"},"institutions":[{"id":"https://openalex.org/I196038209","display_name":"Hunan University of Arts and Science","ror":"https://ror.org/01ggnn306","country_code":"CN","type":"education","lineage":["https://openalex.org/I196038209"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohua Li","raw_affiliation_strings":["School of Physical Education, Hunan University of Arts and Science, Hunan, 415000 China","School of Physical Education, Hunan University of Arts and Science, Hunan, 415000, China"],"affiliations":[{"raw_affiliation_string":"School of Physical Education, Hunan University of Arts and Science, Hunan, 415000 China","institution_ids":["https://openalex.org/I196038209","https://openalex.org/I24407930"]},{"raw_affiliation_string":"School of Physical Education, Hunan University of Arts and Science, Hunan, 415000, China","institution_ids":["https://openalex.org/I196038209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056476896","display_name":"Jusheng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jusheng Zhang","raw_affiliation_strings":["Shenzhen Yiqizu Technology Co, Shenzhen , 518000 Guangdong Province China","South China University of Technology, Guangzhou , 510641 Guangdong Province China","South China University of Technology, Guangzhou , 510641, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Yiqizu Technology Co, Shenzhen , 518000 Guangdong Province China","institution_ids":["https://openalex.org/I4210152380"]},{"raw_affiliation_string":"South China University of Technology, Guangzhou , 510641 Guangdong Province China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"South China University of Technology, Guangzhou , 510641, Guangdong Province, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054755315","display_name":"Fatemeh Safara","orcid":"https://orcid.org/0000-0003-3513-3789"},"institutions":[{"id":"https://openalex.org/I4210159652","display_name":"Islamic Azad University Islamshahr Branch","ror":"https://ror.org/04zdgqb89","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210159652"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Fatemeh Safara","raw_affiliation_strings":["Department of Computer Engineering, Islamshahr Branch, Islamic Azad University, Islamshahr, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Islamshahr Branch, Islamic Azad University, Islamshahr, Iran","institution_ids":["https://openalex.org/I4210159652"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056476896"],"corresponding_institution_ids":["https://openalex.org/I4210152380","https://openalex.org/I90610280"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":12.3578,"has_fulltext":true,"cited_by_count":59,"citation_normalized_percentile":{"value":0.98478777,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"55","issue":"1","first_page":"153","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9994000196456909,"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":0.9994000196456909,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9625999927520752,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T13324","display_name":"Scientific and Engineering Research Topics","score":0.9391000270843506,"subfield":{"id":"https://openalex.org/subfields/3506","display_name":"Periodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6700459718704224},{"id":"https://openalex.org/keywords/harmony-search","display_name":"Harmony search","score":0.615308403968811},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5731668472290039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5571795105934143},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5533822774887085},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5506802797317505},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5391846299171448},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49240195751190186},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4908822178840637},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4760077893733978},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4622457027435303},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.44948986172676086},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.43098700046539307},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.42765629291534424},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4157068133354187},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39369797706604004},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3835786283016205},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09722843766212463}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6700459718704224},{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.615308403968811},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5731668472290039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5571795105934143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5533822774887085},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5506802797317505},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5391846299171448},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49240195751190186},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4908822178840637},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4760077893733978},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4622457027435303},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.44948986172676086},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.43098700046539307},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.42765629291534424},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4157068133354187},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39369797706604004},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3835786283016205},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09722843766212463},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11063-021-10491-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-021-10491-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-021-10491-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},{"id":"pmid:33814965","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33814965","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural processing letters","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7997791","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7997791","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Process Lett","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11063-021-10491-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-021-10491-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-021-10491-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7200000286102295,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3151961581.pdf","grobid_xml":"https://content.openalex.org/works/W3151961581.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W807187018","https://openalex.org/W2077863624","https://openalex.org/W2093836791","https://openalex.org/W2152195021","https://openalex.org/W2159354530","https://openalex.org/W2379581788","https://openalex.org/W2513842086","https://openalex.org/W2581465409","https://openalex.org/W2606991295","https://openalex.org/W2770864754","https://openalex.org/W2787725528","https://openalex.org/W2792791649","https://openalex.org/W2805707465","https://openalex.org/W2885055063","https://openalex.org/W2888015509","https://openalex.org/W2895136488","https://openalex.org/W2905097366","https://openalex.org/W2907576551","https://openalex.org/W2964426283","https://openalex.org/W2965106321","https://openalex.org/W2969410169","https://openalex.org/W2978378060","https://openalex.org/W2999483804","https://openalex.org/W3001329157","https://openalex.org/W3001857267","https://openalex.org/W3002843673","https://openalex.org/W3006913750","https://openalex.org/W3009799538","https://openalex.org/W3010871517","https://openalex.org/W3011047976","https://openalex.org/W3013283620","https://openalex.org/W3013510938","https://openalex.org/W3013883100","https://openalex.org/W3014298370","https://openalex.org/W3014794718","https://openalex.org/W3017117984","https://openalex.org/W3022998446","https://openalex.org/W3024489700","https://openalex.org/W3045156188","https://openalex.org/W3089282286","https://openalex.org/W3111733573"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W120741642","https://openalex.org/W138569904","https://openalex.org/W2390914021","https://openalex.org/W2389417819"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}