{"id":"https://openalex.org/W4408338165","doi":"https://doi.org/10.1007/s40031-025-01207-2","title":"Optimizing Hyperparameters for Credit Card Fraud Detection with Nature-Inspired Metaheuristic Algorithms in Machine Learning","display_name":"Optimizing Hyperparameters for Credit Card Fraud Detection with Nature-Inspired Metaheuristic Algorithms in Machine Learning","publication_year":2025,"publication_date":"2025-03-11","ids":{"openalex":"https://openalex.org/W4408338165","doi":"https://doi.org/10.1007/s40031-025-01207-2"},"language":"en","primary_location":{"id":"doi:10.1007/s40031-025-01207-2","doi":"https://doi.org/10.1007/s40031-025-01207-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40031-025-01207-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210226506","display_name":"Journal of The Institution of Engineers (India) Series B","issn_l":"2250-2106","issn":["2250-2106","2250-2114"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"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":"Journal of The Institution of Engineers (India): Series B","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5054680255","display_name":"Shiva Shankar Reddy","orcid":"https://orcid.org/0000-0001-5439-0348","observed_orcids":["https://orcid.org/0000-0001-5439-0348"]},"institutions":[{"id":"https://openalex.org/I4400009046","display_name":"SRKR Engineering College","ror":"https://ror.org/038qac964","country_code":"IN","type":"education","lineage":["https://openalex.org/I4400009046"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shiva Shankar Reddy","raw_affiliation_strings":["Department of Computer Science and Engineering, Sagi RamaKrishnam Raju Engineering College (A), Bhimavaram, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0001-5439-0348","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sagi RamaKrishnam Raju Engineering College (A), Bhimavaram, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4400009046"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kankanala Amrutha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4400009046","display_name":"SRKR Engineering College","ror":"https://ror.org/038qac964","country_code":"IN","type":"education","lineage":["https://openalex.org/I4400009046"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kankanala Amrutha","raw_affiliation_strings":["Department of Computer Science and Engineering, Sagi RamaKrishnam Raju Engineering College (A), Bhimavaram, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sagi RamaKrishnam Raju Engineering College (A), Bhimavaram, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4400009046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103229362","display_name":"V Mnssvkr Gupta","orcid":"https://orcid.org/0000-0001-8350-3911","observed_orcids":["https://orcid.org/0000-0001-8350-3911"]},"institutions":[{"id":"https://openalex.org/I4400009046","display_name":"SRKR Engineering College","ror":"https://ror.org/038qac964","country_code":"IN","type":"education","lineage":["https://openalex.org/I4400009046"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. MNSSVKR Gupta","raw_affiliation_strings":["Department of Computer Science and Engineering, Sagi RamaKrishnam Raju Engineering College (A), Bhimavaram, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sagi RamaKrishnam Raju Engineering College (A), Bhimavaram, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4400009046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079665137","display_name":"K. VSSR Murthy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4400009046","display_name":"SRKR Engineering College","ror":"https://ror.org/038qac964","country_code":"IN","type":"education","lineage":["https://openalex.org/I4400009046"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. VSSR Murthy","raw_affiliation_strings":["Department of Computer Science and Engineering, Sagi RamaKrishnam Raju Engineering College (A), Bhimavaram, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sagi RamaKrishnam Raju Engineering College (A), Bhimavaram, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4400009046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016328878","display_name":"V. V. R. Maheswara Rao","orcid":"https://orcid.org/0000-0002-0503-7211","observed_orcids":["https://orcid.org/0000-0002-0503-7211"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V. Venkata Rama Maheswara Rao","raw_affiliation_strings":["Department of Computer Science and Engineering, Shri Vishnu Engineering College for Women (A), Bhimavaram, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shri Vishnu Engineering College for Women (A), Bhimavaram, Andhra Pradesh, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054680255"],"corresponding_institution_ids":["https://openalex.org/I4400009046"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.8021,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86523377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"106","issue":"6","first_page":"2005","last_page":"2030"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.00019999999494757503,"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/T12535","display_name":"Machine Learning and Data Classification","score":9.999999747378752e-05,"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/credit-card-fraud-detection","display_name":"credit card fraud detection","score":1.0},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.9369999766349792},{"id":"https://openalex.org/keywords/elephant-herd-optimization","display_name":"elephant herd optimization","score":0.8709999918937683},{"id":"https://openalex.org/keywords/salp-swarm-algorithm","display_name":"salp swarm algorithm","score":0.5799999833106995},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.9120000004768372},{"id":"https://openalex.org/keywords/lightgbm","display_name":"LightGBM","score":0.9860000014305115},{"id":"https://openalex.org/keywords/catboost","display_name":"CatBoost","score":0.8230000138282776},{"id":"https://openalex.org/keywords/paysim-dataset","display_name":"PaySim dataset","score":0.8659999966621399},{"id":"https://openalex.org/keywords/borderline-smote","display_name":"Borderline-SMOTE","score":0.824999988079071},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.6850000023841858},{"id":"https://openalex.org/keywords/oversampling","display_name":"oversampling","score":0.5059999823570251}],"concepts":[{"id":"https://openalex.org/C2780747020","wikidata":"https://www.wikidata.org/wiki/Q83873","display_name":"Credit card fraud","level":4,"score":0.8799436092376709},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.8145552277565002},{"id":"https://openalex.org/C2983355114","wikidata":"https://www.wikidata.org/wiki/Q161380","display_name":"Credit card","level":3,"score":0.6734874248504639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6417543888092041},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6338377594947815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5987984538078308},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5419242978096008},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5359540581703186},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40031-025-01207-2","doi":"https://doi.org/10.1007/s40031-025-01207-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40031-025-01207-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210226506","display_name":"Journal of The Institution of Engineers (India) Series B","issn_l":"2250-2106","issn":["2250-2106","2250-2114"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"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":"Journal of The Institution of Engineers (India): Series B","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W341879454","https://openalex.org/W1496373884","https://openalex.org/W1970204203","https://openalex.org/W2005038754","https://openalex.org/W2029846254","https://openalex.org/W2143560894","https://openalex.org/W2563442283","https://openalex.org/W2888353634","https://openalex.org/W2946712695","https://openalex.org/W2977654117","https://openalex.org/W3005048680","https://openalex.org/W3014974411","https://openalex.org/W3080342797","https://openalex.org/W3088843384","https://openalex.org/W3146241825","https://openalex.org/W4200465265","https://openalex.org/W4206686700","https://openalex.org/W4210242534","https://openalex.org/W4212968553","https://openalex.org/W4225146313","https://openalex.org/W4226183209","https://openalex.org/W4226492624","https://openalex.org/W4283721511","https://openalex.org/W4291692947","https://openalex.org/W4293251837","https://openalex.org/W4306392361","https://openalex.org/W4308548247","https://openalex.org/W4310398111","https://openalex.org/W4311527951","https://openalex.org/W4315779435","https://openalex.org/W4317040541","https://openalex.org/W4318559683","https://openalex.org/W4318776773","https://openalex.org/W4324046881","https://openalex.org/W4360995349","https://openalex.org/W4362544741","https://openalex.org/W4380685430","https://openalex.org/W4382751068","https://openalex.org/W4385976039","https://openalex.org/W4387346232","https://openalex.org/W4399577332","https://openalex.org/W4403024169","https://openalex.org/W6603297324","https://openalex.org/W6604233892"],"related_works":["https://openalex.org/W4362725573","https://openalex.org/W4312636198","https://openalex.org/W4214912866","https://openalex.org/W4292356656","https://openalex.org/W4283721511","https://openalex.org/W4409388499","https://openalex.org/W4393242168","https://openalex.org/W4283323593","https://openalex.org/W7161476347","https://openalex.org/W7161236070"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-03-12T00:00:00"}