{"id":"https://openalex.org/W4313444876","doi":"https://doi.org/10.1007/978-981-19-5868-7_3","title":"Automated Detection of Type 2 Diabetes with Imbalanced and Machine Learning Methods","display_name":"Automated Detection of Type 2 Diabetes with Imbalanced and Machine Learning Methods","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4313444876","doi":"https://doi.org/10.1007/978-981-19-5868-7_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-5868-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-5868-7_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5073887220","display_name":"G. Anirudh","orcid":null},"institutions":[{"id":"https://openalex.org/I76777374","display_name":"Central University of Rajasthan","ror":"https://ror.org/056y7zx62","country_code":"IN","type":"education","lineage":["https://openalex.org/I76777374"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"G. Anirudh","raw_affiliation_strings":["Department of Data Science and Analytics, Central University of Rajasthan, Ajmer, Rajasthan, India"],"affiliations":[{"raw_affiliation_string":"Department of Data Science and Analytics, Central University of Rajasthan, Ajmer, Rajasthan, India","institution_ids":["https://openalex.org/I76777374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037775920","display_name":"Upasana Talukdar","orcid":"https://orcid.org/0000-0002-1228-0711"},"institutions":[{"id":"https://openalex.org/I4210089896","display_name":"Indian Institute of Information Technology Guwahati","ror":"https://ror.org/00bb9ch64","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210089896"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Upasana Talukdar","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Information Technology Guwahati, Guwahati, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Information Technology Guwahati, Guwahati, India","institution_ids":["https://openalex.org/I4210089896"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073887220"],"corresponding_institution_ids":["https://openalex.org/I76777374"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.006933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9990000128746033,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9980999827384949,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9247999787330627,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.772606372833252},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6951448917388916},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.612815260887146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.594038724899292},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5440070629119873},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.488372266292572},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.47272390127182007},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4283989667892456},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07448887825012207}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.772606372833252},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6951448917388916},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.612815260887146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.594038724899292},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5440070629119873},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.488372266292572},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.47272390127182007},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4283989667892456},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07448887825012207},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-5868-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-5868-7_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1966716734","https://openalex.org/W1993220166","https://openalex.org/W1994410331","https://openalex.org/W1999318832","https://openalex.org/W2043865575","https://openalex.org/W2132791018","https://openalex.org/W2137029138","https://openalex.org/W2139897147","https://openalex.org/W2148143831","https://openalex.org/W2213328879","https://openalex.org/W2606991295","https://openalex.org/W2621490204","https://openalex.org/W2774743626","https://openalex.org/W2798790543","https://openalex.org/W2899412438","https://openalex.org/W2936234308","https://openalex.org/W2946663007","https://openalex.org/W3006252432","https://openalex.org/W3017382074","https://openalex.org/W3090369103","https://openalex.org/W3105712592","https://openalex.org/W3117818584","https://openalex.org/W3141494577","https://openalex.org/W3157093306","https://openalex.org/W4247993926"],"related_works":["https://openalex.org/W4285741730","https://openalex.org/W4285046548","https://openalex.org/W4313488044","https://openalex.org/W4281757034","https://openalex.org/W4311847748","https://openalex.org/W4281560664","https://openalex.org/W2810053714","https://openalex.org/W4318350883","https://openalex.org/W3136979370","https://openalex.org/W3025582806"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}