IEEE

A Multihead ProbSparse Self-Attention Mechanism-Based High-Precision and High-Robustness Reconstruction Model for Missing Ocean Data

Abstract: Ocean sensor networks (OSNs) can sense long-time series data, which plays a crucial role in tasks that rely on massive sensory data such as ocean ecosystem monitoring and maritime regulation ...
IEEE

V-DCRNN: Virtual Network-Based Diffusion Convolutional Recurrent Neural Network for Estimating Unobserved Traffic Data

Abstract: Several studies have analyzed traffic patterns using Vehicle Detector (VD) and Global Positioning System (GPS) data. VD records the speed of vehicles passing through detectors, GPS data ...