{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:58:56Z","timestamp":1775627936832,"version":"3.50.1"},"reference-count":47,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T00:00:00Z","timestamp":1764720000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T00:00:00Z","timestamp":1764720000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,3]]},"DOI":"10.1109\/icmla66185.2025.00066","type":"proceedings-article","created":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T19:54:58Z","timestamp":1775591698000},"page":"440-445","source":"Crossref","is-referenced-by-count":0,"title":["Unsupervised Feature Extraction using Convolutional Autoencoder for Credit Card Fraud Detection"],"prefix":"10.1109","author":[{"given":"Zahra","family":"Salekshahrezaee","sequence":"first","affiliation":[{"name":"Florida Atlantic University,Boca Raton"}]},{"given":"Mary Anne","family":"Walauskis","sequence":"additional","affiliation":[{"name":"Florida Atlantic University,Boca Raton"}]},{"given":"Taghi M.","family":"Khoshgoftaar","sequence":"additional","affiliation":[{"name":"Florida Atlantic University,Boca Raton"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-64148-1_13"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-17067-1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s44230-022-00004-0"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICNSC.2018.8361343"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-023-00825-1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72636-1_6"},{"key":"ref7","article-title":"2024 credit card fraud report","year":"2024"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2016.04.007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/GRC.2006.1635905"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-025-01120-x"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MetroXRAINE58569.2023.10405761"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-024-00897-7"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2018.10.023"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.17"},{"key":"ref15","article-title":"Deep learning, chapter 5","author":"Goodfellow","year":"2016"},{"key":"ref16","article-title":"Credit Card Fraud Detection","author":"Pozzolo","year":"2018"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-41568-6_16"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-025-01154-1"},{"key":"ref19","article-title":"A comparison study of credit card fraud detection: Supervised versus unsupervised","author":"Niu","year":"2019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2007.70228"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.5220\/0006425803350342"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.2007853"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2018.090103"},{"key":"ref24","article-title":"Statlog (Australian Credit Approval)","volume-title":"UCI Machine Learning Repository","author":"Quinlan","year":"1987"},{"key":"ref25","article-title":"Statlog (German Credit Data)","volume-title":"UCI Machine Learning Repository","author":"Hofmann","year":"1994"},{"issue":"1","key":"ref26","article-title":"Choosing the right metrics: A study of performance measurement for binary classification in imbalanced and big data","volume-title":"The International FLAIRS Conference Proceedings","volume":"38","author":"Walauskis"},{"key":"ref27","first-page":"34","article-title":"Credit card fraud detection with unsupervised algorithms","volume-title":"Journal of Advances in Information Technology","volume":"7","author":"Lepoivre","year":"2016"},{"key":"ref28","first-page":"12170","article-title":"Self-trained deep ordinal regression for end-to-end video anomaly detection","volume-title":"2020 IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","author":"Pang"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2017.8285168"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.21629\/JSEE.2017.01.18"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.2968516"},{"key":"ref32","article-title":"Lstm-based encoder-decoder for multi-sensor anomaly detection","author":"Malhotra","year":"2016"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1142\/S0218539324400011"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-1645-0_18"},{"key":"ref35","volume-title":"Introduction to data mining.","author":"Tan","year":"2016"},{"key":"ref36","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-21735-7_7","article-title":"Stacked convolutional auto-encoders for hierarchical feature extraction","volume-title":"International Conference on Artificial Neural Networks","author":"Masci"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IRI54793.2022.00026"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.aiig.2021.12.002"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/e24050611"},{"issue":"96","key":"ref40","first-page":"1","article-title":"Pyod: A python toolbox for scalable outlier detection","volume-title":"Journal of Machine Learning Research","volume":"20","author":"Zhao","year":"2019"},{"key":"ref41","article-title":"Deep learning for anomaly detection: A survey","author":"Chalapathy","year":"2019"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098052"},{"key":"ref43","article-title":"Detecting credit card fraud with machine learning","author":"Rosenbaum","year":"2019"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI56018.2022.00202"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.05.042"},{"key":"ref46","volume-title":"StandardScaler, scikit-learn","year":"2025"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1201.0490"}],"event":{"name":"2025 International Conference on Machine Learning and Applications (ICMLA)","location":"Boca Raton, FL, USA","start":{"date-parts":[[2025,12,3]]},"end":{"date-parts":[[2025,12,5]]}},"container-title":["2025 International Conference on Machine Learning and Applications (ICMLA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11471302\/11471304\/11471437.pdf?arnumber=11471437","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:19:34Z","timestamp":1775625574000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11471437\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,3]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/icmla66185.2025.00066","relation":{},"subject":[],"published":{"date-parts":[[2025,12,3]]}}}