Retrieval-aligned Tabular Foundation Models Enable Robust Clinical Risk Prediction in Electronic Health Records Under Clinically Realistic Constraints
Minh-Khoi Pham, T. N. Ho, Thao Thi Phuong Dao et al.
· 1 citation
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Open access
Jul 2026
MSPCIFormer: A Multi‐Scale Patching Channel‐Independent Transformer for Cryptocurrency Price Forecasting
MSPCIFormer is proposed, a novel Transformer‐based architecture that integrates multi‐scale patching with channel‐independent (CI) modelling to capture heterogeneous temporal dynamics while mitigating noise from time‐varying inter‐asset correlations.
Huali Zhao, Martin Crane, Marija Bezbradica
· Expert systems · 0 citations