Heshan Wang

According to our database, Heshan Wang authored at least 19 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

DMEF-Net: Lightweight Infrared Dim Small Target Detection Network for Limited Samples.

Tianlei Ma, Zhen Yang, Yi-Fan Song, Jing J. Liang, Heshan Wang

IEEE Trans. Geosci. Remote. Sens., 2023

DAFA-BiLSTM: Deep Autoregression Feature Augmented Bidirectional LSTM network for time series prediction.

Heshan Wang, Yiping Zhang, Jing Liang, Lili Liu

Neural Networks, 2023

Decision optimisation of a mobile robot in a complex environment based on memory sequence replay mechanism.

Dongshu Wang, Kai Yang, Xulin Gao, Heshan Wang

Int. J. Autom. Control., 2023

2022

Behavior Decision of Mobile Robot With a Neurophysiologically Motivated Reinforcement Learning Model.

Dongshu Wang, Shuli Chen, Yuhang Hu, Lei Liu, Heshan Wang

IEEE Trans. Cogn. Dev. Syst., 2022

An Incremental Learning Model for Mobile Robot: From Short-Term Memory to Long-Term Memory.

Dongshu Wang, Kai Yang, Lei Liu, Heshan Wang

IEEE Trans. Artif. Intell., 2022

Discriminative and regularized echo state network for time series classification.

Heshan Wang, Yuxi Liu, Dongshu Wang, Yong Luo, Chudong Tong, Zhaomin Lv

Pattern Recognit., 2022

Time-dependent rural postman problem: time-space network formulation and genetic algorithm.

Jianbin Xin, Benyang Yu, Andrea D'Ariano, Heshan Wang, Meng Wang

Oper. Res., 2022

Echo state network with logistic mapping and bias dropout for time series prediction.

Heshan Wang, Yuxi Liu, Peng Lu, Yong Luo, Dongshu Wang, Xiangyang Xu

Neurocomputing, 2022

Bearing-Fault Diagnosis with Signal-to-RGB Image Mapping and Multichannel Multiscale Convolutional Neural Network.

Ming Xu, Jinfeng Gao, Zhong Zhang, Heshan Wang

Entropy, 2022

Multi-layer Echo State Network with Nonlinear Vector Autoregression Reservoir for Time Series Prediction.

Heshan Wang, Yuxi Liu, Dongshu Wang, Yong Luo, Jianbin Xin

Proceedings of the Neural Computing for Advanced Applications, 2022

2021

Face Recognition in Complex Unconstrained Environment with An Enhanced WWN Algorithm.

Dongshu Wang, Heshan Wang, Jiwen Sun, Jianbin Xin, Yong Luo

J. Intell. Syst., 2021

Behavioral Decision-Making of Mobile Robot in Unknown Environment with the Cognitive Transfer.

Dongshu Wang, Kai Yang, Heshan Wang, Lei Liu

J. Intell. Robotic Syst., 2021

Echo state network with a global reversible autoencoder for time series classification.

Heshan Wang, Q. M. Jonathan Wu, Dongshu Wang, Jianbin Xin, Yimin Yang, Kunjie Yu

Inf. Sci., 2021

2020

Optimizing Deep Belief Echo State Network with a Sensitivity Analysis Input Scaling Auto-Encoder algorithm.

Heshan Wang, Q. M. Jonathan Wu, Jianbin Xin, Jie Wang, Heng Zhang

Knowl. Based Syst., 2020

2019

Optimizing simple deterministically constructed cycle reservoir network with a Redundant Unit Pruning Auto-Encoder algorithm.

Heshan Wang, Q. M. Jonathan Wu, Jie Wang, Wei Wu, Kunjie Yu

Neurocomputing, 2019

2017

Optimizing the echo state network based on mutual information for modeling fed-batch bioprocesses.

Heshan Wang, Chunjuan Ni, Xuefeng Yan

Neurocomputing, 2017

2015

Optimizing the echo state network with a binary particle swarm optimization algorithm.

Heshan Wang, Xuefeng Yan

Knowl. Based Syst., 2015

Chlorophyll-a Predicting Model Based on Dynamic Neural Network.

Heshan Wang, Xuefeng Yan, Hongping Chen, Chao Chen, Meijin Guo

Appl. Artif. Intell., 2015

2014

Improved simple deterministically constructed Cycle Reservoir Network with Sensitive Iterative Pruning Algorithm.

Heshan Wang, Xuefeng Yan

Neurocomputing, 2014