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CHERNAKOV Pavel

University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Ubiquitous and Intelligent Systems (UBI-X)

Main Referenced Co-authors
AOUADA, Djamila  (3)
GHORBEL, Enjie  (3)
MEJRI, Nesryne  (3)
FOTEINOPOULOU, Niki Maria  (1)
FRANK, Raphaël  (1)
Main Referenced Keywords
Unsupervised anomaly detection (2); adverse media (1); AMLR (1); anti-money laundering (1); compliance automation (1);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > CVI² - Computer Vision Imaging & Machine Intelligence (3)
NCER-FT - FinTech National Centre of Excellence in Research (1)
Main Referenced Disciplines
Computer science (3)
Engineering, computing & technology: Multidisciplinary, general & others (1)

Publications (total 4)

The most downloaded
332 downloads
MEJRI, N., CHERNAKOV, P., KULESHOVA, P., GHORBEL, E., & AOUADA, D. (16 July 2024). Facial Region-based Ensembling for Unsupervised Temporal Deepfake Localization [Paper presentation]. 2024 IEEE International Conference on Multimedia and Expo, Niagara Falls, Canada. doi:10.1109/ICME57554.2024.10688329 https://hdl.handle.net/10993/61436

The most cited

50 citations (OpenAlex)

MEJRI, N., Laura Lopez-Fuentes, Kankana Roy, CHERNAKOV, P., GHORBEL, E., & AOUADA, D. (05 December 2024). Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods. Expert Systems with Applications, 256. doi:10.1016/j.eswa.2024.124922 https://hdl.handle.net/10993/61824

CHERNAKOV, P., JAFARNEJAD, S., & FRANK, R. (2025). An Agentic LLM Framework for Adverse Media Screening in AML Compliance. https://orbilu.uni.lu/handle/10993/67145

MEJRI, N., GHORBEL, E., KACEM, A., CHERNAKOV, P., FOTEINOPOULOU, N. M., & AOUADA, D. (28 February 2025). When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity [Paper presentation]. CVPR submission. doi:10.48550/arXiv.2502.21022

MEJRI, N., Laura Lopez-Fuentes, Kankana Roy, CHERNAKOV, P., GHORBEL, E., & AOUADA, D. (05 December 2024). Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods. Expert Systems with Applications, 256. doi:10.1016/j.eswa.2024.124922
Peer Reviewed verified by ORBi

MEJRI, N., CHERNAKOV, P., KULESHOVA, P., GHORBEL, E., & AOUADA, D. (16 July 2024). Facial Region-based Ensembling for Unsupervised Temporal Deepfake Localization [Paper presentation]. 2024 IEEE International Conference on Multimedia and Expo, Niagara Falls, Canada. doi:10.1109/ICME57554.2024.10688329
Peer reviewed

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