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2020 – today
- 2024
[j20]Jianbin Xin
, Tao Xu, Jihong Zhu, Heshan Wang, Jinzhu Peng:
Long Short-Term Memory-Based Multi-Robot Trajectory Planning: Learn from MPCC and Make It Better. Adv. Intell. Syst. 6(9) (2024)- [j19]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: 101531 (2024) - 2023
- [j18]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): 461-486 (2023) - [j17]Heshan Wang, Yiping Zhang, Jing Liang, Lili Liu:
DAFA-BiLSTM: Deep Autoregression Feature Augmented Bidirectional LSTM network for time series prediction. Neural Networks 157: 240-256 (2023) - [j16]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: 1-15 (2023) - 2022
- [j15]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): 1569 (2022) - [j14]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: 196-210 (2022) - [j13]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): 2943-2972 (2022) - [j12]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: 108811 (2022) - [j11]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): 798-808 (2022) - [j10]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): 219-233 (2022) - [c1]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: 489-502 - 2021
- [j9]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: 744-768 (2021) - [j8]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): 7 (2021) - [j7]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): 18-39 (2021) - 2020
- [j6]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: 105257 (2020)
2010 – 2019
- 2019
- [j5]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: 184-194 (2019) - 2017
- [j4]Heshan Wang, Chunjuan Ni, Xuefeng Yan:
Optimizing the echo state network based on mutual information for modeling fed-batch bioprocesses. Neurocomputing 225: 111-118 (2017) - 2015
- [j3]Heshan Wang, Xuefeng Yan, Hongping Chen, Chao Chen, Meijin Guo:
Chlorophyll-a Predicting Model Based on Dynamic Neural Network. Appl. Artif. Intell. 29(10): 962-978 (2015) - [j2]Heshan Wang, Xuefeng Yan:
Optimizing the echo state network with a binary particle swarm optimization algorithm. Knowl. Based Syst. 86: 182-193 (2015) - 2014
- [j1]Heshan Wang, Xuefeng Yan:
Improved simple deterministically constructed Cycle Reservoir Network with Sensitive Iterative Pruning Algorithm. Neurocomputing 145: 353-362 (2014)
Coauthor Index
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