Hierarchical delay-memory echo state network: A model designed for multi-step chaotic time series prediction. - Xiaodong Na 002; Weijie Ren; Xinghan Xu (Eng. Appl. Artif. Intell., 2021)

Negative Gradient Differential Biogeography-based Optimization for Mobile Robot Path Planning. - Jiaqian Wang; Xiaodong Na 002; Zhihui Li; Min Han 001; Decai Li (Int. J. Artif. Intell. Tools, 2022)

Gradient eigendecomposition invariance biogeography-based optimization for mobile robot path planning. - Xiaodong Na 002; Jiaqian Wang; Min Han 001; Decai Li (Soft Comput., 2022)

Modified BBO-Based Multivariate Time-Series Prediction System With Feature Subset Selection and Model Parameter Optimization. - Xiaodong Na 002; Min Han 001; Weijie Ren; Kai Zhong (IEEE Trans. Cybern., 2022)

Multistep-Ahead Chaotic Time Series Prediction Based on Hierarchical Echo State Network With Augmented Random Features. - Xiaodong Na 002; Mengyuan Zhang 008; Weijie Ren; Min Han 001 (IEEE Trans. Cogn. Dev. Syst., 2023)

Physics-informed hierarchical echo state network for predicting the dynamics of chaotic systems. - Xiaodong Na 002; Yuan Li; Weijie Ren; Min Han 001 (Expert Syst. Appl., 2023)

Hierarchical Echo State Network With Sparse Learning: A Method for Multidimensional Chaotic Time Series Prediction. - Xiaodong Na 002; Weijie Ren; Moran Liu; Min Han 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)