63 citations · 64 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
Revisiting the Efficacy of Signal Decomposition in AI-based Time Series Prediction
Kexin Jiang, Chuhan Wu, Yaoran Chen
Time series prediction is a fundamental problem in scientific exploration and artificial intelligence (AI) technologies have substantially bolstered its efficiency and accuracy. A…
cs.LG2022★ 63 cited
A Data Driven Method for Multi-step Prediction of Ship Roll Motion in High Sea States
Dan Zhang, Xi Zhou, Zi-Hao Wang +2
Ship roll motion in high sea states has large amplitudes and nonlinear dynamics, and its prediction is significant for operability, safety, and survivability. This paper presents a…