IEEE

Three-Dimensional Urban Airflow Prediction Method Based on Space-Filling Curve Autoencoder

Abstract: Air flow prediction in urban is of great significance to various industries, and it is also a complex engineering problem. Using the traditional computational fluid dynamics method to ...
IEEE

A Hybrid Prognostic Approach Combining a Stacked Multihead Self-Attention Autoencoder and Multimodal Relevance Sampling Particle Filter

Abstract: Accurate prediction of the remaining useful life (RUL) of bearings is critical for optimizing maintenance strategies, preventing unexpected failures, and enhancing repair management. Despite ...
IEEE

Learning Causal Representations Based on a GAE Embedded Autoencoder

Abstract: Traditional machine-learning approaches face limitations when confronted with insufficient data. Transfer learning addresses this by leveraging knowledge from closely related domains. The ...
IEEE

CAN: Classification-Based Autoencoder Network for Enhanced Out-of-Distribution Detection in Radar-Based Hand Gesture Recognition

Abstract: Out-of-distribution (OOD) detection is essential for the robustness of radar-based gesture recognition systems. This paper proposes Classification-Based Autoencoder Network (CAN), as a novel ...