Xianshuang Yao

20 papers Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A HybridGCN-GRU approach for high-accuracy wind speed forecasting via multi-graph feature fusion and dynamic modeling.
Inf. Sci.
Xianshuang Yao, Hailong Xu
2026 J jnl
Serial-Parallel Fractional-Integer-Order Echo State Network for Time Series Prediction.
IEEE Trans. Knowl. Data Eng.
Xianshuang Yao, Huiyu Wang
2024 J jnl
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction.
Appl. Soft Comput.
Xianshuang Yao, Huiyu Wang, Zhanjun Huang
2024 J jnl
Fractional-integer-order echo state network for time series prediction.
Appl. Soft Comput.
Xianshuang Yao, Yao Wang, Di Ma, Shengxian Cao, Qingchuan Ma
2024 — conf
Fusion-GCNGRU Model: A Wind Speed Forecasting Scheme with Two-Channel Feature Extraction and Multi-Graph Fusion.
ICVISP
Hailong Xu, Xianshuang Yao
2024 J jnl
Multi-state delayed echo state network with empirical wavelet transform for time series prediction.
Appl. Intell.
Xianshuang Yao, Huiyu Wang, Yanning Shao, Zhanjun Huang, Shengxian Cao, Qingchuan Ma
2024 J jnl
Stability analysis of linear systems with multiple time-varying delays via a region partitioning approach and reciprocally convex combination lemmas.
Commun. Nonlinear Sci. Numer. Simul.
Xianwen Xiong, Xianshuang Yao, Zhanjun Huang
2022 J jnl
Design of PID Controller Based on Echo State Network With Time-Varying Reservoir Parameter.
IEEE Trans. Cybern.
Zhanshan Wang, Xianshuang Yao, Tieshan Li, Huaguang Zhang
2022 J jnl
Echo state network with multiple delayed outputs for multiple delayed time series prediction.
J. Frankl. Inst.
Xianshuang Yao, Yanning Shao, Siyuan Fan, Shengxian Cao
2021 J jnl
A stability criterion for discrete-time fractional-order echo state network and its application.
Soft Comput.
Xianshuang Yao, Zhanshan Wang, Zhanjun Huang
2021 J jnl
Corrigendum to "Controller Design Based on Echo State Network with Delay Output for Nonlinear System".
Complex.
Xianshuang Yao, Siyuan Fan, Bo Zhao, Shengxian Cao
2021 J jnl
Deep Echo State Network With Multiple Adaptive Reservoirs for Time Series Prediction.
IEEE Trans. Cogn. Dev. Syst.
Zhanshan Wang, Xianshuang Yao, Zhanjun Huang, Lei Liu
2020 J jnl
Controller Design Based on Echo State Network with Delay Output for Nonlinear System.
Complex.
Xianshuang Yao, Siyuan Fan, Bo Zhao, Shengxian Cao
2020 J jnl
Fractional Order Echo State Network for Time Series Prediction.
Neural Process. Lett.
Xianshuang Yao, Zhanshan Wang
2019 J jnl
A novel photovoltaic power forecasting model based on echo state network.
Neurocomputing
Xianshuang Yao, Zhanshan Wang, Huaguang Zhang
2019 J jnl
An intelligent interconnected network with multiple reservoir computing.
Appl. Soft Comput.
Xianshuang Yao, Zhanshan Wang
2019 J jnl
Broad echo state network for multivariate time series prediction.
J. Frankl. Inst.
Xianshuang Yao, Zhanshan Wang
2019 J jnl
Prediction and identification of discrete-time dynamic nonlinear systems based on adaptive echo state network.
Neural Networks
Xianshuang Yao, Zhanshan Wang, Huaguang Zhang
2018 J jnl
Identification method for a class of periodic discrete-time dynamic nonlinear systems based on Sinusoidal ESN.
Neurocomputing
Xianshuang Yao, Zhanshan Wang, Huaguang Zhang
2017 — conf
Parameter Identification for a Class of Nonlinear Systems Based on ESN.
ICONIP (4)
Xianshuang Yao, Zhanshan Wang, Huaguang Zhang