{"id":"https://openalex.org/W4392168179","doi":"https://doi.org/10.1007/s00521-024-09546-9","title":"CFTNet: a robust credit card fraud detection model enhanced by counterfactual data augmentation","display_name":"CFTNet: a robust credit card fraud detection model enhanced by counterfactual data augmentation","publication_year":2024,"publication_date":"2024-02-26","ids":{"openalex":"https://openalex.org/W4392168179","doi":"https://doi.org/10.1007/s00521-024-09546-9"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09546-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09546-9","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5090734254","display_name":"Menglin Kong","orcid":"https://orcid.org/0009-0007-9498-693X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Menglin Kong","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101910099","display_name":"Ruichen Li","orcid":"https://orcid.org/0009-0005-0277-9964"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruichen Li","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404643","display_name":"Jia Wang","orcid":"https://orcid.org/0000-0002-3165-7051"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Wang","raw_affiliation_strings":["School of Advanced Technology, Xi\u2019an Jiaotong-Liverpool University, Renai Road, Suzhou, 215123, Jiangsu, China","School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Renai Road, Suzhou, 215123, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi\u2019an Jiaotong-Liverpool University, Renai Road, Suzhou, 215123, Jiangsu, China","institution_ids":["https://openalex.org/I69356397"]},{"raw_affiliation_string":"School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Renai Road, Suzhou, 215123, Jiangsu, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012196564","display_name":"Xingquan Li","orcid":"https://orcid.org/0000-0002-7145-9391"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingquan Li","raw_affiliation_strings":["Peng Cheng Laboratory, Xingke Road, Shenzhen, 518000, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Xingke Road, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021432776","display_name":"Shengzhong Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengzhong Jin","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011590573","display_name":"Wan\u2010Ying Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanying Xie","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047660471","display_name":"Muzhou Hou","orcid":"https://orcid.org/0000-0001-6658-2187"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muzhou Hou","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102823047","display_name":"Cong Cao","orcid":"https://orcid.org/0000-0002-6853-6421"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Cao","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5090734254"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.1418,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92168432,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"36","issue":"15","first_page":"8607","last_page":"8623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9714999794960022,"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/T10028","display_name":"Topic Modeling","score":0.965399980545044,"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/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.9319611191749573},{"id":"https://openalex.org/keywords/credit-card-fraud","display_name":"Credit card fraud","score":0.8093613386154175},{"id":"https://openalex.org/keywords/credit-card","display_name":"Credit card","score":0.7563296556472778},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.651175320148468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6354588270187378},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44333210587501526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43051862716674805},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40463632345199585},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12239232659339905}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.9319611191749573},{"id":"https://openalex.org/C2780747020","wikidata":"https://www.wikidata.org/wiki/Q83873","display_name":"Credit card fraud","level":4,"score":0.8093613386154175},{"id":"https://openalex.org/C2983355114","wikidata":"https://www.wikidata.org/wiki/Q161380","display_name":"Credit card","level":3,"score":0.7563296556472778},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.651175320148468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6354588270187378},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44333210587501526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43051862716674805},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40463632345199585},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12239232659339905},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-09546-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09546-9","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G8508817754","display_name":null,"funder_award_id":"2022JJ30673","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W108417620","https://openalex.org/W2154851992","https://openalex.org/W2194775991","https://openalex.org/W2217007515","https://openalex.org/W2509149553","https://openalex.org/W2772947247","https://openalex.org/W2794652412","https://openalex.org/W2807992610","https://openalex.org/W2945295328","https://openalex.org/W2966244084","https://openalex.org/W2979273157","https://openalex.org/W2989219518","https://openalex.org/W2996158559","https://openalex.org/W3004507905","https://openalex.org/W3036230325","https://openalex.org/W3080837820","https://openalex.org/W3104097132","https://openalex.org/W3104149808","https://openalex.org/W3126032681","https://openalex.org/W3129402291","https://openalex.org/W3134685772","https://openalex.org/W3134784309","https://openalex.org/W3155397388","https://openalex.org/W3206827956","https://openalex.org/W4210659135","https://openalex.org/W4213447687","https://openalex.org/W4229006505","https://openalex.org/W4231284442","https://openalex.org/W4294192778","https://openalex.org/W4304690977","https://openalex.org/W4306317232","https://openalex.org/W4309569880","https://openalex.org/W4317040541","https://openalex.org/W4317233797","https://openalex.org/W4366263398","https://openalex.org/W4380742521","https://openalex.org/W6606298547","https://openalex.org/W6698380406"],"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/W4283392145","https://openalex.org/W4281858644","https://openalex.org/W4318428678"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
