Heshan Wang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Pruning Algorithm

Incremental Learning

Top Venues

Knowl. Based Syst.

J. Intell. Syst.

Publications

Kunjie Yu, Lingjun Wang, Jing Liang, Heshan Wang, Kangjia Qiao, Tianye Liang
Constraint subsets-based evolutionary multitasking for constrained multiobjective optimization. Swarm Evol. Comput. 86 (2024)
Dongshu Wang, Kai Yang, Xulin Gao, Heshan Wang
Decision optimisation of a mobile robot in a complex environment based on memory sequence replay mechanism. Int. J. Autom. Control. 17 (5) (2023)
Tianlei Ma, Zhen Yang, Yi-Fan Song, Jing J. Liang, Heshan Wang
DMEF-Net: Lightweight Infrared Dim Small Target Detection Network for Limited Samples. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Heshan Wang, Yiping Zhang, Jing Liang, Lili Liu
DAFA-BiLSTM: Deep Autoregression Feature Augmented Bidirectional LSTM network for time series prediction. Neural Networks 157 (2023)
Ming Xu, Jinfeng Gao, Zhong Zhang, Heshan Wang
Bearing-Fault Diagnosis with Signal-to-RGB Image Mapping and Multichannel Multiscale Convolutional Neural Network. Entropy 24 (11) (2022)
Heshan Wang, Yuxi Liu, Peng Lu, Yong Luo, Dongshu Wang, Xiangyang Xu
Echo state network with logistic mapping and bias dropout for time series prediction. Neurocomputing 489 (2022)
Dongshu Wang, Kai Yang, Lei Liu, Heshan Wang
An Incremental Learning Model for Mobile Robot: From Short-Term Memory to Long-Term Memory. IEEE Trans. Artif. Intell. 3 (5) (2022)
Heshan Wang, Yuxi Liu, Dongshu Wang, Yong Luo, Jianbin Xin
Multi-layer Echo State Network with Nonlinear Vector Autoregression Reservoir for Time Series Prediction. NCAA (1) (2022)
Dongshu Wang, Shuli Chen, Yuhang Hu, Lei Liu, Heshan Wang
Behavior Decision of Mobile Robot With a Neurophysiologically Motivated Reinforcement Learning Model. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Heshan Wang, Yuxi Liu, Dongshu Wang, Yong Luo, Chudong Tong, Zhaomin Lv
Discriminative and regularized echo state network for time series classification. Pattern Recognit. 130 (2022)
Jianbin Xin, Benyang Yu, Andrea D'Ariano, Heshan Wang, Meng Wang
Time-dependent rural postman problem: time-space network formulation and genetic algorithm. Oper. Res. 22 (3) (2022)
Dongshu Wang, Heshan Wang, Jiwen Sun, Jianbin Xin, Yong Luo
Face Recognition in Complex Unconstrained Environment with An Enhanced WWN Algorithm. J. Intell. Syst. 30 (1) (2021)
Dongshu Wang, Kai Yang, Heshan Wang, Lei Liu
Behavioral Decision-Making of Mobile Robot in Unknown Environment with the Cognitive Transfer. J. Intell. Robotic Syst. 103 (1) (2021)
Heshan Wang, Q. M. Jonathan Wu, Dongshu Wang, Jianbin Xin, Yimin Yang, Kunjie Yu
Echo state network with a global reversible autoencoder for time series classification. Inf. Sci. 570 (2021)
Heshan Wang, Q. M. Jonathan Wu, Jianbin Xin, Jie Wang, Heng Zhang
Optimizing Deep Belief Echo State Network with a Sensitivity Analysis Input Scaling Auto-Encoder algorithm. Knowl. Based Syst. 191 (2020)
Heshan Wang, Q. M. Jonathan Wu, Jie Wang, Wei Wu, Kunjie Yu
Optimizing simple deterministically constructed cycle reservoir network with a Redundant Unit Pruning Auto-Encoder algorithm. Neurocomputing 356 (2019)
Heshan Wang, Chunjuan Ni, Xuefeng Yan
Optimizing the echo state network based on mutual information for modeling fed-batch bioprocesses. Neurocomputing 225 (2017)
Heshan Wang, Xuefeng Yan
Optimizing the echo state network with a binary particle swarm optimization algorithm. Knowl. Based Syst. 86 (2015)
Heshan Wang, Xuefeng Yan, Hongping Chen, Chao Chen, Meijin Guo
Chlorophyll-a Predicting Model Based on Dynamic Neural Network. Appl. Artif. Intell. 29 (10) (2015)
Heshan Wang, Xuefeng Yan
Improved simple deterministically constructed Cycle Reservoir Network with Sensitive Iterative Pruning Algorithm. Neurocomputing 145 (2014)