Prediction for noisy nonlinear time series by echo state network based on dual estimation. - Chunyang Sheng; Jun Zhao 004; Ying Liu 015; Wei Wang 036 (Neurocomputing, 2012)

Extended Kalman Filter Based Echo State Network for Time Series Prediction using MapReduce Framework. - Chunyang Sheng; Jun Zhao 004; Henry Leung; Wei Wang 036 (MSN, 2013)

Prediction Intervals for a Noisy Nonlinear Time Series Based on a Bootstrapping Reservoir Computing Network Ensemble. - Chunyang Sheng; Jun Zhao 004; Wei Wang 036; Henry Leung (IEEE Trans. Neural Networks Learn. Syst., 2013)

Long term prediction for generation amount of Converter gas based on steelmaking production status estimation. - Xiaoyan Tang; Jun Zhao 004; Chunyang Sheng; Wei Wang 036 (FUZZ-IEEE, 2014)

A high-throughput multiobjective genetic-algorithm workflow for in situ training of reactive molecular-dynamics force fields. - Ho Ching Cheng; Pankaj Rajak; Chunyang Sheng; Rajiv K. Kalia; Aiichiro Nakano; Priya Vashishta (SpringSim (HPS), 2016)

Data-based predictive optimization for by product gas system in steel industry. - Jun Zhao 004; Chunyang Sheng; Wei Wang 036; Witold Pedrycz; Quanli Liu (CASE, 2017)

Knowledge-Based Control and Optimization of Blast Furnace Gas System in Steel Industry. - Haixia Wang 003; Chunyang Sheng; Xiao Lu 003 (IEEE Access, 2017)

Map-reduce framework-based non-iterative granular echo state network for prediction intervals construction. - Chunyang Sheng; Jun Zhao 004; Wei Wang 036 (Neurocomputing, 2017)

Data-Based Predictive Optimization for Byproduct Gas System in Steel Industry. - Jun Zhao 004; Chunyang Sheng; Wei Wang 036; Witold Pedrycz; Quanli Liu (IEEE Trans Autom. Sci. Eng., 2017)

Data-Driven Prediction for Industrial Processes and Their Applications - Jun Zhao 004; Wei Wang 036; Chunyang Sheng (Springer, 2018)

Causality diagram-based scheduling approach for blast furnace gas system. - Feng Jin; Jun Zhao 004; Chunyang Sheng; Wei Wang 036 (IEEE CAA J. Autom. Sinica, 2018)

General frame for arbitrary 3R subproblems based on the POE model. - Haixia Wang 003; Xiao Lu 003; Chunyang Sheng; Zhiguo Zhang; Wei Cui 002; Yuxia Li (Robotics Auton. Syst., 2018)

Distributed Gaussian Granular Neural Networks Ensemble for Prediction Intervals Construction. - Chunyang Sheng; Haixia Wang 003; Xiao Lu 003; Zhiguo Zhang; Wei Cui 002; Yuxia Li (Complex., 2019)

Mobile Robot Indoor Positioning System Based on K-ELM. - Haixia Wang 003; Junliang Li; Wei Cui 002; Xiao Lu 003; Zhiguo Zhang; Chunyang Sheng; Qingde Liu (J. Sensors, 2019)

Simple Adaptive Control With an Adaptive Anti-Windup Compensator for the Unmanned Aerial Vehicle Attitude Control. - Wendong Gai; Yecheng Zhou; Maiying Zhong; Chunyang Sheng; Jing Zhang (IEEE Access, 2020)

Novel neural observer based fault estimation, reconstruction and fault-tolerant control scheme for nonlinear systems. - Muhammad Taimoor; Xiao Lu 003; Wasif Shabbir; Chunyang Sheng; Muhammad Samiuddin (J. Intell. Fuzzy Syst., 2021)

Gaussian-IoU loss: Better learning for bounding box regression on PCB component detection. - Xin Liu; Jinshuai Hu; Haixia Wang 003; Zhiguo Zhang; Xiao Lu 003; Chunyang Sheng; Shibin Song; Jun Nie (Expert Syst. Appl., 2022)

A novel fault diagnosis in sensors of quadrotor unmanned aerial vehicle. - Muhammad Taimoor; Xiao Lu 003; Hamid Maqsood; Chunyang Sheng (J. Ambient Intell. Humaniz. Comput., 2023)

A Velocity Observer-Based Finite-Time Control of Uncalibrated Visual Servoing System. - Menghan Dai; Chunyang Sheng; Chen Wang; Xiao Lu 003; Haixia Wang 003; Jun Nie (ASCC, 2024)

A Novel Leader-Follower-Based Hybrid Particle Swarm-Grey Wolf Optimization Algorithm for Path Planning of Unmanned Aerial Vehicle. - Wendong Gai; Yu Zheng; Yang Yang; Chunyang Sheng; Gang Jing (ASCC, 2024)

Regions of Interest Extraction for Hyperspectral Small Targets Based on Self-Supervised Learning. - Qiaoqiao Sun; Yanping Liu; Chunyang Sheng; Haixia Wang 003; Xiao Lu 003 (IEEE Geosci. Remote. Sens. Lett., 2024)

Using Random Forest on Formative Assessments to Enhance the Quality of Teaching and Learning in Engineering Education. - Chunyang Sheng; Maiying Zhong (Comput. Appl. Eng. Educ., 2024)

Neural network observer based on fuzzy auxiliary sliding-mode-control for nonlinear systems. - Muhammad Taimoor; Xiao Lu 003; Wasif Shabbir; Chunyang Sheng (Expert Syst. Appl., 2024)

Global Fixed-Time Sliding Mode Trajectory Tracking Control Design for the Saturated Uncertain Rigid Manipulator. - Jun Nie; Lichao Hao; Xiao Lu 003; Haixia Wang 003; Chunyang Sheng (Axioms, 2024)

Reinforcement learning method based on sample regularization and adaptive learning rate for AGV path planning. - Jun Nie; Guihua Zhang; Xiao Lu 003; Haixia Wang 003; Chunyang Sheng; Lijie Sun (Neurocomputing, 2025)

Improved M-DQN With $ epsilon$-UCB Action Selection Policy and Multi-Goal Fusion Reward Function for Mobile Robot Path Planning. - Chunyang Sheng; Hao An; Jun Nie; Haixia Wang 003; Xiao Lu 003 (IEEE Trans. Veh. Technol., 2025)