{"id":"https://openalex.org/W4408461394","doi":"https://doi.org/10.1007/s42979-025-03775-y","title":"Evaluation and Enhancement of Standard Classifier Performance by Resolving Class Imbalance Issue Using Smote-Variants Over Multiple Medical Datasets","display_name":"Evaluation and Enhancement of Standard Classifier Performance by Resolving Class Imbalance Issue Using Smote-Variants Over Multiple Medical Datasets","publication_year":2025,"publication_date":"2025-03-14","ids":{"openalex":"https://openalex.org/W4408461394","doi":"https://doi.org/10.1007/s42979-025-03775-y"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-03775-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03775-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-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/A5057636869","display_name":"Vinod Kumar","orcid":"https://orcid.org/0000-0003-0594-381X"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinod Kumar","raw_affiliation_strings":["School of Computer Applications and Information Technology, Galgotias University, Greater Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Applications and Information Technology, Galgotias University, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100521148","display_name":"Ravi Kant Kumar","orcid":"https://orcid.org/0000-0003-0621-7692"},"institutions":[{"id":"https://openalex.org/I4210100463","display_name":"SRM University, Andhra Pradesh","ror":"https://ror.org/013vs5h31","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210100463"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ravi Kant Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, SRM University AP, Guntur, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-0621-7692","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, SRM University AP, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210100463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078976378","display_name":"Sunil Kumar Singh","orcid":"https://orcid.org/0000-0001-8954-6648"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunil Kumar Singh","raw_affiliation_strings":["Department of Computer Science and Engineering,, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India, Bengaluru, karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering,, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India, Bengaluru, karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100521148"],"corresponding_institution_ids":["https://openalex.org/I4210100463"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":4.3465,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93386048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"6","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9873999953269958,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/classifier","display_name":"Classifier (UML)","score":0.5700716972351074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.560013473033905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5337415933609009},{"id":"https://openalex.org/keywords/performance-enhancement","display_name":"Performance enhancement","score":0.5202892422676086},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48250579833984375},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4701283872127533},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3883323669433594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3385107219219208},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18114051222801208}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5700716972351074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.560013473033905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5337415933609009},{"id":"https://openalex.org/C2986800882","wikidata":"https://www.wikidata.org/wiki/Q7168187","display_name":"Performance enhancement","level":2,"score":0.5202892422676086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48250579833984375},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4701283872127533},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3883323669433594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3385107219219208},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18114051222801208},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-025-03775-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03775-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1941659294","https://openalex.org/W1964940342","https://openalex.org/W1980931745","https://openalex.org/W1982165141","https://openalex.org/W2010789233","https://openalex.org/W2022348393","https://openalex.org/W2023639956","https://openalex.org/W2038364784","https://openalex.org/W2040895929","https://openalex.org/W2053537340","https://openalex.org/W2053724458","https://openalex.org/W2058646532","https://openalex.org/W2072957471","https://openalex.org/W2124710650","https://openalex.org/W2148143831","https://openalex.org/W2153622690","https://openalex.org/W2172165257","https://openalex.org/W2188850503","https://openalex.org/W2216946510","https://openalex.org/W2354826874","https://openalex.org/W2490420619","https://openalex.org/W2521200999","https://openalex.org/W2582043155","https://openalex.org/W2611252858","https://openalex.org/W2612634114","https://openalex.org/W2735186907","https://openalex.org/W2765177294","https://openalex.org/W2766296277","https://openalex.org/W2788398385","https://openalex.org/W2800788706","https://openalex.org/W2895421615","https://openalex.org/W2919115771","https://openalex.org/W2943921974","https://openalex.org/W2958979446","https://openalex.org/W2964192219","https://openalex.org/W2966089422","https://openalex.org/W2995758361","https://openalex.org/W3014524176","https://openalex.org/W3027677109","https://openalex.org/W3044717835","https://openalex.org/W3163694685","https://openalex.org/W3186282518","https://openalex.org/W4306321664","https://openalex.org/W4321786089","https://openalex.org/W4391346405","https://openalex.org/W6631691190"],"related_works":["https://openalex.org/W1964985140","https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W2040308549","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W2368454205","https://openalex.org/W4390590544"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-23T23:20:30.427331","created_date":"2025-10-10T00:00:00"}
