271 citations
- EuroMov Digital Health in Motion22 papers
- Université de MontpellierFR19 papers
- University of NizwaOM3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Eurom (Czechia)CZ2 papers
- Institut Polytechnique de BordeauxFR2 papers
- AREA Science ParkIT1 paper
- Aristotle University of ThessalonikiGR1 paper
- Brazilian Agricultural Research CorporationBR1 paper
- Budapest University of Technology and EconomicsHU1 paper
- Centre Hospitalier Universitaire de NîmesFR1 paper
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Showing 2025Show all
3 papers · 1 filter
cs.LG2025★ 1 cited
Relevance-Aware Thresholding in Online Conformal Prediction for Time Series
Théo Dupuy, Binbin Xu, Stéphane Perrey +2
Uncertainty quantification has received considerable interest in recent works in Machine Learning. In particular, Conformal Prediction (CP) gains ground in this field. For the case…
cs.IR2025
Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings
Binbin Xu, Gérard Dray
This study investigates the feasibility and performance of federated learning (FL) for multi-label ICD code classification using clinical notes from the MIMIC-IV dataset. Unlike pr…
cs.LG2025★ 13 cited
Data Leakage and Deceptive Performance: A Critical Examination of Credit Card Fraud Detection Methodologies
Khizar Hayat, Baptiste Magnier
This study critically examines the methodological rigor in credit card fraud detection research, revealing how fundamental evaluation flaws can overshadow algorithmic sophisticatio…