{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T15:17:00Z","timestamp":1774451820143,"version":"3.50.1"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Open J. Comput. Soc."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/ojcs.2025.3570600","type":"journal-article","created":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T17:35:31Z","timestamp":1747330531000},"page":"812-821","source":"Crossref","is-referenced-by-count":5,"title":["Hyphatia: A Card-Not-Present Fraud Detection System Based on Self-Supervised Tabular Learning"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8343-4530","authenticated-orcid":false,"given":"Josue Genaro","family":"Almaraz-Rivera","sequence":"first","affiliation":[{"name":"Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5597-939X","authenticated-orcid":false,"given":"Jose Antonio","family":"Cantoral-Ceballos","sequence":"additional","affiliation":[{"name":"Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7072-8924","authenticated-orcid":false,"given":"Juan Felipe","family":"Botero","sequence":"additional","affiliation":[{"name":"Universidad de Antioquia, Electronics and Telecommunications Engineering Department, Medellin, Colombia"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-5939-2137","authenticated-orcid":false,"given":"Francisco Javier","family":"Mu\u00f1Oz","sequence":"additional","affiliation":[{"name":"Aligo Defensores Informaticos S.A.S., Medellin, Colombia"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-9544-0328","authenticated-orcid":false,"given":"Brian David","family":"Martinez","sequence":"additional","affiliation":[{"name":"Aligo Defensores Informaticos S.A.S., Medellin, Colombia"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.116429"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.11591\/ijece.v11i5.pp4392-4402"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2015.01.001"},{"key":"ref4","article-title":"2024 Report to the Nations","year":"2024"},{"key":"ref5","article-title":"Credit card fraud statistics (2025)","author":"Rej","year":"2024"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-14698-2"},{"key":"ref7","article-title":"Fraud dataset benchmark and applications","author":"Grover","year":"2023"},{"key":"ref8","article-title":"Credit card transactions fraud detection dataset","author":"Shenoy","year":"2020"},{"key":"ref9","article-title":"Credit card fraud detection","year":"2018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3148298"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/engproc2021005056"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3641283"},{"key":"ref13","article-title":"IEEE-CIS fraud detection","author":"Howard","year":"2019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3090866"},{"key":"ref15","first-page":"18853","article-title":"Subtab: Subsetting features of tabular data for self-supervised representation learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Ucar","year":"2021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/e24040551"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16826"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.11.011"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-10088-y"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICICS49469.2020.239524"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICICS52457.2021.9464555"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3205416"},{"key":"ref23","first-page":"6639","article-title":"CatBoost: Unbiased boosting with categorical features","volume-title":"Proc. 32nd Int. Conf. Neural Inf. Process. Syst.","author":"Prokhorenkova","year":"2018"},{"key":"ref24","article-title":"Catboost: Gradient boosting with categorical features support","author":"Dorogush","year":"2018"},{"key":"ref25","article-title":"Incorporating Nesterov momentum into ADAM","author":"Dozat","year":"2016"},{"key":"ref26","article-title":"Litemort: A memory efficient gradient boosting tree system on adaptive compact distributions","author":"Chen","year":"2020"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/systems11060305"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TLA.2023.10068850"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.124979"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/OJCS.2023.3332351"},{"key":"ref31","article-title":"XGBoost Kaggle notebook","author":"Deotte","year":"2020"},{"key":"ref32","article-title":"Metrics for multi-class classification: An overview","author":"Grandini","year":"2020"},{"key":"ref33","first-page":"11033","article-title":"VIME: Extending the success of self- and semi-supervised learning to tabular domain","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Yoon","year":"2020"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3620665.3640366"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"ref36","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2019"},{"key":"ref37","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2017"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.126640"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2024.3428412"}],"container-title":["IEEE Open Journal of the Computer Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8782664\/10834807\/11004629.pdf?arnumber=11004629","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T04:31:14Z","timestamp":1749702674000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11004629\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/ojcs.2025.3570600","relation":{},"ISSN":["2644-1268"],"issn-type":[{"value":"2644-1268","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}