Heshan Wang

24 papers Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Grouped Vector Autoregression Reservoir Computing Based on Randomly Distributed Embedding for Multistep-Ahead Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Heshan Wang, Zhepeng Wang, Mingyuan Yu, Jing Liang, Jinzhu Peng, Yaonan Wang
2025 J jnl
Historical Information-Assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization.
IEEE Trans. Evol. Comput.
Kunjie Yu, Xuyang Zhang, Dezheng Zhang, Jing J. Liang, Yumeng Li, Heshan Wang, Ke Chen, Caitong Yue
2025 J jnl
PVA-BLS: Polynomial vector autoregression broad learning system for multivariate time series prediction.
Knowl. Based Syst.
Chudong Tong, Liangkun Guo, Bowen Sun, Zhepeng Wang, Heshan Wang
2024 J jnl
Constraint subsets-based evolutionary multitasking for constrained multiobjective optimization.
Swarm Evol. Comput.
Kunjie Yu, Lingjun Wang, Jing Liang, Heshan Wang, Kangjia Qiao, Tianye Liang
2024 J jnl
Long Short-Term Memory-Based Multi-Robot Trajectory Planning: Learn from MPCC and Make It Better.
Adv. Intell. Syst.
Jianbin Xin, Tao Xu, Jihong Zhu, Heshan Wang, Jinzhu Peng
2023 J jnl
DAFA-BiLSTM: Deep Autoregression Feature Augmented Bidirectional LSTM network for time series prediction.
Neural Networks
Heshan Wang, Yiping Zhang, Jing Liang, Lili Liu
2023 J jnl
DMEF-Net: Lightweight Infrared Dim Small Target Detection Network for Limited Samples.
IEEE Trans. Geosci. Remote. Sens.
Tianlei Ma, Zhen Yang, Yi-Fan Song, Jing J. Liang, Heshan Wang
2023 J jnl
Decision optimisation of a mobile robot in a complex environment based on memory sequence replay mechanism.
Int. J. Autom. Control.
Dongshu Wang, Kai Yang, Xulin Gao, Heshan Wang
2022 J jnl
An Incremental Learning Model for Mobile Robot: From Short-Term Memory to Long-Term Memory.
IEEE Trans. Artif. Intell.
Dongshu Wang, Kai Yang, Lei Liu, Heshan Wang
2022 J jnl
Bearing-Fault Diagnosis with Signal-to-RGB Image Mapping and Multichannel Multiscale Convolutional Neural Network.
Entropy
Ming Xu, Jinfeng Gao, Zhong Zhang, Heshan Wang
2022 J jnl
Behavior Decision of Mobile Robot With a Neurophysiologically Motivated Reinforcement Learning Model.
IEEE Trans. Cogn. Dev. Syst.
Dongshu Wang, Shuli Chen, Yuhang Hu, Lei Liu, Heshan Wang
2022 J jnl
Discriminative and regularized echo state network for time series classification.
Pattern Recognit.
Heshan Wang, Yuxi Liu, Dongshu Wang, Yong Luo, Chudong Tong, Zhaomin Lv
2022 J jnl
Echo state network with logistic mapping and bias dropout for time series prediction.
Neurocomputing
Heshan Wang, Yuxi Liu, Peng Lu, Yong Luo, Dongshu Wang, Xiangyang Xu
2022 — conf
Multi-layer Echo State Network with Nonlinear Vector Autoregression Reservoir for Time Series Prediction.
NCAA (1)
Heshan Wang, Yuxi Liu, Dongshu Wang, Yong Luo, Jianbin Xin
2022 J jnl
Time-dependent rural postman problem: time-space network formulation and genetic algorithm.
Oper. Res.
Jianbin Xin, Benyang Yu, Andrea D'Ariano, Heshan Wang, Meng Wang
2021 J jnl
Behavioral Decision-Making of Mobile Robot in Unknown Environment with the Cognitive Transfer.
J. Intell. Robotic Syst.
Dongshu Wang, Kai Yang, Heshan Wang, Lei Liu
2021 J jnl
Echo state network with a global reversible autoencoder for time series classification.
Inf. Sci.
Heshan Wang, Q. M. Jonathan Wu, Dongshu Wang, Jianbin Xin, Yimin Yang, Kunjie Yu
2021 J jnl
Face Recognition in Complex Unconstrained Environment with An Enhanced WWN Algorithm.
J. Intell. Syst.
Dongshu Wang, Heshan Wang, Jiwen Sun, Jianbin Xin, Yong Luo
2020 J jnl
Optimizing Deep Belief Echo State Network with a Sensitivity Analysis Input Scaling Auto-Encoder algorithm.
Knowl. Based Syst.
Heshan Wang, Q. M. Jonathan Wu, Jianbin Xin, Jie Wang, Heng Zhang
2019 J jnl
Optimizing simple deterministically constructed cycle reservoir network with a Redundant Unit Pruning Auto-Encoder algorithm.
Neurocomputing
Heshan Wang, Q. M. Jonathan Wu, Jie Wang, Wei Wu, Kunjie Yu
2017 J jnl
Optimizing the echo state network based on mutual information for modeling fed-batch bioprocesses.
Neurocomputing
Heshan Wang, Chunjuan Ni, Xuefeng Yan
2015 J jnl
Chlorophyll-a Predicting Model Based on Dynamic Neural Network.
Appl. Artif. Intell.
Heshan Wang, Xuefeng Yan, Hongping Chen, Chao Chen, Meijin Guo
2015 J jnl
Optimizing the echo state network with a binary particle swarm optimization algorithm.
Knowl. Based Syst.
Heshan Wang, Xuefeng Yan
2014 J jnl
Improved simple deterministically constructed Cycle Reservoir Network with Sensitive Iterative Pruning Algorithm.
Neurocomputing
Heshan Wang, Xuefeng Yan