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cs.LG2025
Enhancing Classification with Semi-Supervised Deep Learning Using Distance-Based Sample Weights
Aydin Abedinia, Shima Tabakhi, Vahid Seydi
Recent advancements in semi-supervised deep learning have introduced effective strategies for leveraging both labeled and unlabeled data to improve classification performance. This…
cs.LG2025
DeepBoost-AF: A Novel Unsupervised Feature Learning and Gradient Boosting Fusion for Robust Atrial Fibrillation Detection in Raw ECG Signals
Alireza Jafari, Fereshteh Yousefirizi, Vahid Seydi
Atrial fibrillation (AF) is a prevalent cardiac arrhythmia associated with elevated health risks, where timely detection is pivotal for mitigating stroke-related morbidity. This st…