Diffusion Models for Time Series Analysis
Explore how Diffusion Models, typically used for image generation, can be adapted and applied to complex time series analysis tasks, including forecasting and anomaly detection.
Jul 23, 2025
FOGSense
A novel Freezing of Gait detection system for Parkinson’s disease patients utilizing Gramian Angular Field transformations and federated deep learning with wearable sensors data. The system achieves 86.99% accuracy with multi-channel CNN processing of accelerometer data.
Apr 1, 2025