Customer-Level Aggregation: The Imperative for Reliable Non-Technical Loss Detection Amidst Row-Level Analysis Pitfalls
| dc.contributor.author | Kucuk, Mustafa | |
| dc.contributor.author | Biricik, Mert | |
| dc.contributor.author | Bulbul, Beril Elcin | |
| dc.contributor.author | Coskun, Hasan | |
| dc.date.accessioned | 2026-03-15T08:02:14Z | |
| dc.date.available | 2026-03-15T08:02:14Z | |
| dc.date.issued | 2025 | |
| dc.description.sponsorship | The authors thank the Turkish power distribution company for providing the dataset. We gratefully acknowledge the Center for Cybersecurity and Critical Infrastructure Protection (CCIP) at Kadir Has University for providing the computation environment (i9-10900X CPU, 168 GB RAM, 3x NVIDIA RTX A4000 GPUs) used in this study. | |
| dc.description.sponsorship | Kadir Has University | |
| dc.identifier.doi | 10.1109/UPEC65436.2025.11279878 | |
| dc.identifier.isbn | 9798331565206 | |
| dc.identifier.scopus | 2-s2.0-105031407965 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12469/7797 | |
| dc.identifier.uri | https://doi.org/10.1109/UPEC65436.2025.11279878 | |
| dc.language.iso | en | |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
| dc.relation.ispartof | 2025 60th International Universities Power Engineering Conference, UPEC 2025 -- 60th International Universities Power Engineering Conference, UPEC 2025 -- 2 September 2025 through 5 September 2025 -- London -- 218151 | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | Smart Meters | |
| dc.subject | Customer-Level Aggregation | |
| dc.subject | NTL | |
| dc.subject | Feature Engineering | |
| dc.subject | Data Leakage | |
| dc.subject | Machine Learning | |
| dc.subject | Electricity Theft | |
| dc.title | Customer-Level Aggregation: The Imperative for Reliable Non-Technical Loss Detection Amidst Row-Level Analysis Pitfalls | en_US |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
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| gdc.description.department | Kadir Has University | |
| gdc.description.departmenttemp | [Kucuk M.] Kadir Has University, Department of Management Information Systems, Istanbul, Turkey; [Coskun H.] Kadir Has University, Department of Management Information Systems, Istanbul, Turkey; [Biricik M.] Kadir Has University, Department of Management Information Systems, Istanbul, Turkey; [Bulbul B.E.] Kadir Has University, Department of Management Information Systems, Istanbul, Turkey | |
| gdc.description.endpage | 6 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
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