Bounced Check Risk Prediction via Multi-Objective Hyperparameter Optimization: Balancing Macro F1 and Business Uplift
| dc.contributor.author | Biyiklioǧlu, Erkal | |
| dc.contributor.author | Karamanli, Hakan | |
| dc.contributor.author | Memiş, Emir Çetin | |
| dc.contributor.author | Drias, Yassine | |
| dc.contributor.author | Çakar, Tuna | |
| dc.contributor.author | Ertuǧrul, Seyit | |
| dc.contributor.author | Kaya, Kerem | |
| dc.date.accessioned | 2026-06-05T08:42:41Z | |
| dc.date.available | 2026-06-05T08:42:41Z | |
| dc.date.issued | 2026-03-19 | |
| dc.identifier.doi | 10.1109/ISDFS69419.2026.11459117 | |
| dc.identifier.isbn | 9798331573102 | |
| dc.identifier.issn | 2768-1831 | |
| dc.identifier.scopus | 2-s2.0-105038360257 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.11779/3815 | |
| dc.identifier.uri | https://doi.org/10.1109/ISDFS69419.2026.11459117 | |
| dc.language.iso | en | |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
| dc.relation.ispartof | Proceedings of the International Symposium on Digital Forensics and Security, ISDFS -- 14th International Symposium on Digital Forensics and Security, ISDFS 2026 -- 19 March 2026 through 20 March 2026 -- Boston -- 222184 | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | Check Risk Modeling | |
| dc.subject | Cost-Sensitive Learning | |
| dc.subject | Bounced Check Prediction | |
| dc.subject | Segment-Based Modeling | |
| dc.subject | Imbalanced Classification | |
| dc.subject | Business Utility Optimization | |
| dc.subject | Operational Risk Analytics | |
| dc.subject | Decision Threshold Optimization | |
| dc.subject | Risk Screening | |
| dc.title | Bounced Check Risk Prediction via Multi-Objective Hyperparameter Optimization: Balancing Macro F1 and Business Uplift | en_US |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Çakar, Tuna | |
| gdc.author.scopusid | 57905176100 | |
| gdc.author.scopusid | 60623603900 | |
| gdc.author.scopusid | 56440023300 | |
| gdc.author.scopusid | 60623702400 | |
| gdc.author.scopusid | 60411180600 | |
| gdc.author.scopusid | 56329345400 | |
| gdc.author.scopusid | 60411168400 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.collaboration.industrial | true | |
| gdc.description.department | Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | |
| gdc.description.issue | 2026 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.identifier.openalex | W7151947897 | |
| gdc.index.type | Scopus | |
| gdc.openalex.collaboration | International | |
| gdc.openalex.fwci | 0.00 | |
| gdc.openalex.normalizedpercentile | 0.95 | |
| gdc.openalex.toppercent | TOP 10% | |
| gdc.opencitations.count | 0 | |
| gdc.plumx.scopuscites | 0 | |
| gdc.publishedmonth | Nisan | |
| gdc.scopus.citedcount | 0 | |
| gdc.yokperiod | YÖK - 2025-26 | |
| relation.isAuthorOfPublication.latestForDiscovery | 10f8ce3b-94c2-40f0-9381-0725723768fe | |
| relation.isOrgUnitOfPublication.latestForDiscovery | 05ffa8cd-2a88-4676-8d3b-fc30eba0b7f3 |