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Journal Articles
- 2023
[j16]Wenrui Gan, Zhulin Liu
, C. L. Philip Chen, Tong Zhang:
Siamese labels auxiliary learning. Inf. Sci. 625: 314-326 (2023)- [j15]Yingxu Wang, Shiyuan Han, Jin Zhou, Long Chen, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Lin Wang, Yuehui Chen:
Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks. IEEE Trans. Fuzzy Syst. 31(2): 692-706 (2023) - [j14]Yuhong Xu, Zhiwen Yu, C. L. Philip Chen, Zhulin Liu:
Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2284-2297 (2023) - 2022
- [j13]Ruizhi Han, Zhulin Liu, C. L. Philip Chen:
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer's Disease diagnosis via MRI images. Appl. Soft Comput. 120: 108660 (2022) - [j12]Simin Zhang, Zhulin Liu, C. L. Philip Chen:
Broad learning system based on the quantized minimum error entropy criterion. Sci. China Inf. Sci. 65(12) (2022) - [j11]Qiying Feng, Zhulin Liu, C. L. Philip Chen:
Broad and deep neural network for high-dimensional data representation learning. Inf. Sci. 599: 127-146 (2022) - [j10]Xin-Rong Gong, Tong Zhang, C. L. Philip Chen, Zhulin Liu:
Research Review for Broad Learning System: Algorithms, Theory, and Applications. IEEE Trans. Cybern. 52(9): 8922-8950 (2022) - [j9]Zhiwen Yu, Kankan Lan, Zhulin Liu, Guoqiang Han:
Progressive Ensemble Kernel-Based Broad Learning System for Noisy Data Classification. IEEE Trans. Cybern. 52(9): 9656-9669 (2022) - [j8]Jifeng Guo, Zhulin Liu, C. L. Philip Chen, Tong Zhang, Lin Wang, Kaipeng Fan:
An Efficient Inspection System Based on Broad Learning: Nondestructively Estimating Cement Compressive Strength With Internal Factors. IEEE Trans. Ind. Informatics 18(6): 3787-3798 (2022) - 2021
- [j7]Hufei Zhu, Zhulin Liu, C. L. Philip Chen, Yanyang Liang:
An Efficient Algorithm for the Incremental Broad Learning System by Inverse Cholesky Factorization of a Partitioned Matrix. IEEE Access 9: 19294-19303 (2021) - [j6]Shuang Feng, C. L. Philip Chen, Lili Xu, Zhulin Liu:
On the Accuracy-Complexity Tradeoff of Fuzzy Broad Learning System. IEEE Trans. Fuzzy Syst. 29(10): 2963-2974 (2021) - [j5]Zhulin Liu, C. L. Philip Chen, Shuang Feng, Qiying Feng, Tong Zhang:
Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model. IEEE Trans. Syst. Man Cybern. Syst. 51(1): 209-222 (2021) - 2020
- [j4]Ruizhi Han, C. L. Philip Chen, Zhulin Liu:
A Novel Convolutional Variation of Broad Learning System for Alzheimer's Disease Diagnosis by Using MRI Images. IEEE Access 8: 214646-214657 (2020) - 2019
- [j3]C. L. Philip Chen, Zhulin Liu, Feng Shuang:
Universal Approximation Capability of Broad Learning System and Its Structural Variations. IEEE Trans. Neural Networks Learn. Syst. 30(4): 1191-1204 (2019) - 2018
- [j2]Junwei Jin, Zhulin Liu, C. L. Philip Chen:
Discriminative graph regularized broad learning system for image recognition. Sci. China Inf. Sci. 61(11): 112209:1-112209:14 (2018) - [j1]C. L. Philip Chen, Zhulin Liu:
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture. IEEE Trans. Neural Networks Learn. Syst. 29(1): 10-24 (2018)
Conference and Workshop Papers
- 2021
- [c7]Yuchen Liu, Kaixiang Yang, Zhiwen Yu, Zhulin Liu, Yifan Shi, C. L. Philip Chen:
Pruning Broad Learning System based on Adaptive Feature Evolution. IJCNN 2021: 1-9 - 2020
- [c6]Xue Jia, Tong Zhang, C. L. Philip Chen, Zhulin Liu, Long Chen, Guihua Wen, Bin Hu:
Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System. SMC 2020: 2452-2457 - 2019
- [c5]Zhulin Liu, C. L. Philip Chen, Tong Zhang, Jin Zhou:
Multi-Kernel Broad Learning systems Based on Random Features: A Novel Expansion for Nonlinear Feature Nodes. SMC 2019: 193-197 - 2018
- [c4]Tong Zhang, Zhulin Liu, Xuehan Wang, Xiao-Fen Xing, C. L. Philip Chen, Enhong Chen:
Facial Expression Recognition via Broad Learning System. SMC 2018: 1898-1902 - 2017
- [c3]Zhulin Liu, C. L. Philip Chen:
Broad learning system: Structural extensions on single-layer and multi-layer neural networks. SPAC 2017: 136-141 - 2010
- [c2]Zhulin Liu, Tiezhong Yu:
EJB-Based Information Exchange Platform E-Switch for E-Government. ICEE 2010: 3948-3951 - 2009
- [c1]Yue Zeng, Baolin Sun, Xianying He, Zhulin Liu:
Research on QoS Routing Algorithm in ad hoc networks. GrC 2009: 748-751
Informal and Other Publications
- 2024
- [i3]Jifeng Guo, Zhulin Liu, Tong Zhang, C. L. Philip Chen:
Incremental Self-training for Semi-supervised Learning. CoRR abs/2404.12398 (2024) - 2021
- [i2]Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang:
Siamese Labels Auxiliary Network(SiLaNet). CoRR abs/2103.00200 (2021) - 2017
- [i1]Zhulin Liu, C. L. Philip Chen:
Approximation learning methods of Harmonic Mappings in relation to Hardy Spaces. CoRR abs/1705.10596 (2017)
Coauthor Index
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