{"id":"https://openalex.org/W4407760339","doi":"https://doi.org/10.1145/3711129.3711298","title":"A Hybrid CNN-SVM-LightGBM Model for Enhanced Credit Card Fraud Detection on Imbalanced Datasets","display_name":"A Hybrid CNN-SVM-LightGBM Model for Enhanced Credit Card Fraud Detection on Imbalanced Datasets","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4407760339","doi":"https://doi.org/10.1145/3711129.3711298"},"language":"en","primary_location":{"id":"doi:10.1145/3711129.3711298","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-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":null,"display_name":"Min Liu","orcid":"https://orcid.org/0009-0006-0773-3233"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Min Liu","raw_affiliation_strings":["HSBC Bank(China)Company Limited, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0006-0773-3233","affiliations":[{"raw_affiliation_string":"HSBC Bank(China)Company Limited, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114225342","display_name":"Yike Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yike Peng","raw_affiliation_strings":["Columbia University, New York, USA"],"raw_orcid":"https://orcid.org/0009-0006-5905-4515","affiliations":[{"raw_affiliation_string":"Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yiwei Zhang","orcid":"https://orcid.org/0009-0002-1023-8146"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]},{"id":"https://openalex.org/I2801622741","display_name":"Shoreline Community College","ror":"https://ror.org/03ybzg790","country_code":"US","type":"education","lineage":["https://openalex.org/I2801622741"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiwei Zhang","raw_affiliation_strings":["Independent Researcher, Shoreline, USA","Washington University in St. Louis, Saint Louis, USA"],"raw_orcid":"https://orcid.org/0009-0002-1023-8146","affiliations":[{"raw_affiliation_string":"Independent Researcher, Shoreline, USA","institution_ids":["https://openalex.org/I2801622741"]},{"raw_affiliation_string":"Washington University in St. Louis, Saint Louis, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuhan Zhang","orcid":"https://orcid.org/0009-0004-2497-7403"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]},{"id":"https://openalex.org/I2801622741","display_name":"Shoreline Community College","ror":"https://ror.org/03ybzg790","country_code":"US","type":"education","lineage":["https://openalex.org/I2801622741"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuhan Zhang","raw_affiliation_strings":["Independent Researcher, Shoreline, USA","Washington University in St. Louis, Saint Louis, USA"],"raw_orcid":"https://orcid.org/0009-0004-2497-7403","affiliations":[{"raw_affiliation_string":"Independent Researcher, Shoreline, USA","institution_ids":["https://openalex.org/I2801622741"]},{"raw_affiliation_string":"Washington University in St. Louis, Saint Louis, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"last","author":{"id":null,"display_name":"Hao Gong","orcid":"https://orcid.org/0009-0008-6288-600X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao Gong","raw_affiliation_strings":["Independent Researcher, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0008-6288-600X","affiliations":[{"raw_affiliation_string":"Independent Researcher, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70060361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"992","last_page":"995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9846000075340271,"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/credit-card-fraud","display_name":"Credit card fraud","score":0.780969500541687},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7384412288665771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7151920795440674},{"id":"https://openalex.org/keywords/credit-card","display_name":"Credit card","score":0.6703048348426819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6567107439041138},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5374038815498352},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4325598180294037},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.352858304977417}],"concepts":[{"id":"https://openalex.org/C2780747020","wikidata":"https://www.wikidata.org/wiki/Q83873","display_name":"Credit card fraud","level":4,"score":0.780969500541687},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7384412288665771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7151920795440674},{"id":"https://openalex.org/C2983355114","wikidata":"https://www.wikidata.org/wiki/Q161380","display_name":"Credit card","level":3,"score":0.6703048348426819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567107439041138},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5374038815498352},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4325598180294037},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.352858304977417},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711129.3711298","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2779931100","https://openalex.org/W2945876440","https://openalex.org/W2946712695","https://openalex.org/W3005048680","https://openalex.org/W4212968553","https://openalex.org/W4214489515","https://openalex.org/W4225146313","https://openalex.org/W4399557496","https://openalex.org/W4399745463","https://openalex.org/W4405755009"],"related_works":["https://openalex.org/W2483711049","https://openalex.org/W4224237387","https://openalex.org/W3150316110","https://openalex.org/W4313247660","https://openalex.org/W3153799676","https://openalex.org/W2984276143","https://openalex.org/W4281702918","https://openalex.org/W4391267261","https://openalex.org/W4281858644","https://openalex.org/W4283392145"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}