{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T05:43:27Z","timestamp":1775713407529,"version":"3.50.1"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T00:00:00Z","timestamp":1773878400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T00:00:00Z","timestamp":1773878400000},"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":[[2026,3,19]]},"DOI":"10.1109\/isdfs69419.2026.11459117","type":"proceedings-article","created":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T20:01:51Z","timestamp":1775678511000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["Bounced Check Risk Prediction via Multi-Objective Hyperparameter Optimization: Balancing Macro F1 and Business Uplift"],"prefix":"10.1109","author":[{"given":"Kerem","family":"Kaya","sequence":"first","affiliation":[{"name":"Mindsane Ltd Co.,R&D Department,İstanbul,Türkiye"}]},{"given":"Emir \u00c7etin","family":"Memi\u015f","sequence":"additional","affiliation":[{"name":"Mindsane Ltd Co.,R&D Department,İstanbul,Türkiye"}]},{"given":"Seyit","family":"Ertu\u011frul","sequence":"additional","affiliation":[{"name":"TAM Finans Inc.,İstanbul,Türkiye"}]},{"given":"Hakan","family":"Karamanl\u0131","sequence":"additional","affiliation":[{"name":"TAM Finans Inc.,İstanbul,Türkiye"}]},{"given":"Erkal","family":"B\u0131y\u0131kl\u0131o\u011flu","sequence":"additional","affiliation":[{"name":"TAM Finans Inc.,İstanbul,Türkiye"}]},{"given":"Yassine","family":"Drias","sequence":"additional","affiliation":[{"name":"Computer Engineering, MEF University,İstanbul,Türkiye"}]},{"given":"Semen","family":"Son-Turan","sequence":"additional","affiliation":[{"name":"MEF University,Department of Business Administration,İstanbul,Türkiye"}]},{"given":"Nazl\u0131","family":"Tora\u011fanl\u0131-Karamollao\u011flu","sequence":"additional","affiliation":[{"name":"MEF University,Department of Economics,İstanbul,Türkiye"}]},{"given":"Tuna","family":"\u00c7akar","sequence":"additional","affiliation":[{"name":"Computer Engineering, MEF University,İstanbul,Türkiye"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/1468015"},{"key":"ref2","article-title":"EVDS | All Series","volume-title":"Tcmb.gov.tr","year":"2021"},{"issue":"1","key":"ref3","article-title":"Financial fraud detection through the application of machine learning techniques: a literature review","volume":"11","author":"Aros","year":"2024","journal-title":"Humanities and Social Sciences Communications"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.05.003"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/data8110169"},{"issue":"1","key":"ref6","doi-asserted-by":"crossref","DOI":"10.1007\/s10462-025-11416-2","article-title":"Machine learning powered financial credit scoring: a systematic literature review","volume":"59","author":"Ayari","year":"2025","journal-title":"Artificial Intelligence Review"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2015.05.030"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2015.09.005"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2010.08.006"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/electronics14091754"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref12","article-title":"LightGBM: A Highly Efficient Gradient Boosting Decision Tree","volume-title":"ResearchGate","author":"Ke","year":"2017"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1023\/a:1010933404324"},{"key":"ref14","volume-title":"CatBoost: unbiased boosting with categorical features","author":"Prokhorenkova","year":"2017"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2008.239"}],"event":{"name":"2026 14th International Symposium on Digital Forensics and Security (ISDFS)","location":"Boston, MA, USA","start":{"date-parts":[[2026,3,19]]},"end":{"date-parts":[[2026,3,20]]}},"container-title":["2026 14th International Symposium on Digital Forensics and Security (ISDFS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11458844\/11458909\/11459117.pdf?arnumber=11459117","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T04:43:41Z","timestamp":1775709821000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11459117\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,19]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/isdfs69419.2026.11459117","relation":{},"subject":[],"published":{"date-parts":[[2026,3,19]]}}}