{"id":"https://openalex.org/W3138314039","doi":"https://doi.org/10.1007/s11517-021-02333-x","title":"Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model","display_name":"Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model","publication_year":2021,"publication_date":"2021-03-18","ids":{"openalex":"https://openalex.org/W3138314039","doi":"https://doi.org/10.1007/s11517-021-02333-x","mag":"3138314039","pmid":"https://pubmed.ncbi.nlm.nih.gov/33738640"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-021-02333-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-021-02333-x","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5109478428","display_name":"N. Kanimozhi","orcid":null},"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"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"N. Kanimozhi","raw_affiliation_strings":["Department of Computer Science and Engineering, GKM College of Engineering and Technology, Chennai, India. kanimozhi.na@gmail.com","Department of Computer Science and Engineering, GKM College of Engineering and Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, GKM College of Engineering and Technology, Chennai, India. kanimozhi.na@gmail.com","institution_ids":["https://openalex.org/I145286018"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, GKM College of Engineering and Technology, Chennai, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076664113","display_name":"G. Singaravel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G. Singaravel","raw_affiliation_strings":["Department of Information Technology, K S Rangasamy College of Engineering, Tiruchengode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, K S Rangasamy College of Engineering, Tiruchengode, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109478428"],"corresponding_institution_ids":["https://openalex.org/I145286018"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":3.094,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92400824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"59","issue":"4","first_page":"841","last_page":"867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.998199999332428,"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":0.998199999332428,"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/T12676","display_name":"Machine Learning and ELM","score":0.9898999929428101,"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/T13324","display_name":"Scientific and Engineering Research Topics","score":0.9779000282287598,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.733948826789856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6129155158996582},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5281448364257812},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4905838072299957},{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"Type 2 diabetes","score":0.47963911294937134},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4378650486469269},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4267594516277313},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.4250975251197815},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4209280014038086},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.4061664342880249},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3195338845252991}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.733948826789856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6129155158996582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5281448364257812},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4905838072299957},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.47963911294937134},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4378650486469269},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4267594516277313},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.4250975251197815},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4209280014038086},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.4061664342880249},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3195338845252991},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003924","descriptor_name":"Diabetes Mellitus, Type 2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003924","descriptor_name":"Diabetes Mellitus, Type 2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003924","descriptor_name":"Diabetes Mellitus, Type 2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-021-02333-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-021-02333-x","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},{"id":"pmid:33738640","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33738640","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":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8199999928474426,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W26708431","https://openalex.org/W429766147","https://openalex.org/W607505555","https://openalex.org/W972907206","https://openalex.org/W1541145887","https://openalex.org/W2014057135","https://openalex.org/W2017522944","https://openalex.org/W2018465333","https://openalex.org/W2045495451","https://openalex.org/W2081094777","https://openalex.org/W2095738201","https://openalex.org/W2111191860","https://openalex.org/W2116882733","https://openalex.org/W2121971770","https://openalex.org/W2124525351","https://openalex.org/W2140716320","https://openalex.org/W2145113795","https://openalex.org/W2157784421","https://openalex.org/W2167159964","https://openalex.org/W2301938770","https://openalex.org/W2478540874","https://openalex.org/W2487386720","https://openalex.org/W2518769093","https://openalex.org/W2592944349","https://openalex.org/W2594526569","https://openalex.org/W2622382573","https://openalex.org/W2765781184","https://openalex.org/W2775450699","https://openalex.org/W2791011305","https://openalex.org/W2796300974","https://openalex.org/W2801323795","https://openalex.org/W2894391362","https://openalex.org/W2894672203","https://openalex.org/W2907312980","https://openalex.org/W2912634504","https://openalex.org/W2940036667","https://openalex.org/W2964147226","https://openalex.org/W2971160393","https://openalex.org/W2980441388","https://openalex.org/W2981121978","https://openalex.org/W2982494647","https://openalex.org/W2989696458","https://openalex.org/W2990637432","https://openalex.org/W3012618199","https://openalex.org/W3041087683","https://openalex.org/W3044754832","https://openalex.org/W3092835166","https://openalex.org/W3101675327","https://openalex.org/W3106567530","https://openalex.org/W3130913316","https://openalex.org/W4200148796","https://openalex.org/W4235479662","https://openalex.org/W4236362309","https://openalex.org/W4247563072","https://openalex.org/W6600088684","https://openalex.org/W6630961013","https://openalex.org/W6776317560"],"related_works":["https://openalex.org/W2129863591","https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W3203337527","https://openalex.org/W3212544526","https://openalex.org/W4244634705","https://openalex.org/W1596769710","https://openalex.org/W1980571360","https://openalex.org/W2044207570","https://openalex.org/W2031835531"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
