Shiyuan Han

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

Convolutional Network

Transfer Learning

Fuzzy Clustering

Gaussian Mixture

Top Venues

Int. J. Fuzzy Syst.

IEEE Trans. Fuzzy Syst.

Publications

Cong Chen, Jin Zhou, Shiyuan Han, Yingxu Wang, Tao Du, Cheng Yang, Bowen Liu
Graph Embedding-Based Deep Multi-view Clustering. ICIC (2) (2024)
Jiahao Mei, Chen Zhang, Jin Zhou, Shiyuan Han, Yingxu Wang, Tao Du, Cheng Yang, Bowen Liu
Visible-Hidden Multi-view Collaborative Fuzzy Clustering Based on Graph Constraints. ICIC (LNAI 6) (2024)
Yali Wang, Shiyuan Han
Vibration Control of Active Suspension System with Mass Uncertainty Based on RBF Neural Network. ICIC (LNAI 6) (2024)
Hao Li, Jie Liu, Shiyuan Han, Jin Zhou, Tong Zhang, C. L. Philip Chen
STFGCN: Spatial-temporal fusion graph convolutional network for traffic prediction. Expert Syst. Appl. 255 (2024)
Yu Liu, Xue Fan, Shiyuan Han, Jin Zhou, Xiaohui Yang, Zhongtao Li
RVPNet: A real time unstructured road vanishing point detection algorithm using attention mechanism and global context information. Multim. Tools Appl. 83 (9) (2024)
Xiaohui Yang, Yu Qiao, Shiyuan Han, Zhen Feng, Yuehui Chen
Appearance-posture fusion network for distracted driving behavior recognition. Expert Syst. Appl. 257 (2024)
Lei Luo, Shiyuan Han, Zhongtao Li, Jun Yang, Xixin Yang
A Traffic Flow Prediction Framework Based on Clustering and Heterogeneous Graph Neural Networks. ICIC (2) (2023)
Chen Zhang, Weidong Zhou, Jin Zhou, Yingxu Wang, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
Deep Multi-view Clustering Based on Graph Embedding. ICIC (1) (2023)
Yujie Wei, Weidong Zhou, Jin Zhou, Yingxu Wang, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
Graph-Based Short Text Clustering via Contrastive Learning with Graph Embedding. ICIC (1) (2023)
Hao Li, Shiyuan Han, Jinghang Zhao, Yang Lian, Weiwei Yu, Xixin Yang
CLSTGCN: Closed Loop Based Spatial-Temporal Convolution Networks for Traffic Flow Prediction. ICIC (1) (2023)
Yu Liu, Xue Fan, Shiyuan Han, Weiwei Yu
A Novel Multi-task Architecture for Vanishing Point Assisted Road Segmentation and Guidance in Off-Road Environments. ICIC (2) (2023)
Shuxiang Fa, Xiaohui Yang, Shiyuan Han, Zhiquan Feng, Yuehui Chen
Multi-scale spatial-temporal attention graph convolutional networks for driver fatigue detection. J. Vis. Commun. Image Represent. 93 (2023)
Rongrong Wang, Shiyuan Han, Jin Zhou, Yuehui Chen, Lin Wang, Tao Du, Ke Ji, Ya-ou Zhao, Kun Zhang
Transfer-Learning-Based Gaussian Mixture Model for Distributed Clustering. IEEE Trans. Cybern. 53 (11) (2023)
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) (2023)
Xuehao Chen, Weidong Zhou, Jin Zhou, Yingxu Wang, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
BYOL Network Based Contrastive Clustering. ICIC (1) (2023)
Kai Gong, Shiyuan Han, Xiaohui Yang, Weiwei Yu, Yuanlin Guan
TrafficSCINet: An Adaptive Spatial-Temporal Graph Convolutional Network for Traffic Flow Forecasting. ICIC (1) (2023)
Yingxu Wang, Qingxue Qin, Jin Zhou, Yuehui Chen, Shiyuan Han, Lin Wang, Tao Du, Ke Ji, Ya-ou Zhao, Kun Zhang
Guided Filter-Based Fuzzy Clustering for General Data Analysis. Int. J. Fuzzy Syst. 25 (5) (2023)
Xiangdao Liu, Rongrong Wang, Jin Zhou, C. L. Philip Chen, Tong Zhang, Yuehui Chen, Shiyuan Han, Tao Du, Ke Ji, Kun Zhang
Transfer Learning-Based Collaborative Multiview Clustering. IEEE Trans. Fuzzy Syst. 31 (4) (2023)
Wenpu Zhang, Yingying Guo, Rongrong Wang, Jin Zhou, Hui Jiang, Shiyuan Han, Lin Wang, Tao Du, Ke Ji
Kernel Fuzzy Clustering based on Quasi-Monte Carlo Feature Map with Neighbor Affinity Constraint. FUZZ-IEEE (2022)
Yingying Guo, Rongrong Wang, Jin Zhou, Yuehui Chen, Hui Jiang, Shiyuan Han, Lin Wang, Tao Du, Ke Ji, Ya-ou Zhao, Kun Zhang
Soft Subspace Fuzzy Clustering with Dimension Affinity Constraint. Int. J. Fuzzy Syst. 24 (5) (2022)
Bozhan Dang, Yingxu Wang, Jin Zhou, Rongrong Wang, Long Chen, C. L. Philip Chen, Tong Zhang, Shiyuan Han, Lin Wang, Yuehui Chen
Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks. IEEE Trans. Fuzzy Syst. 30 (2) (2022)
Rongrong Wang, Jin Zhou, Hui Jiang, Shiyuan Han, Lin Wang, Dong Wang, Yuehui Chen
A General Transfer Learning-based Gaussian Mixture Model for Clustering. Int. J. Fuzzy Syst. 23 (3) (2021)
Guangmei Xu, Jin Zhou, Jiwen Dong, C. L. Philip Chen, Tong Zhang, Long Chen, Shiyuan Han, Lin Wang, Yuehui Chen
Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation. Int. J. Mach. Learn. Cybern. 11 (12) (2020)
Xiangdao Liu, Jin Zhou, Hui Jiang, C. L. Philip Chen, Tong Zhang, Lin Wang, Shiyuan Han, Yuehui Chen
Multiple Spatial Information Weighted Fuzzy Clustering for Image Segmentation. SMC (2020)
Qiushi Tian, Jin Zhou, Shiyuan Han, Lin Wang, Yuehui Chen
Random Feature Based Attribute-weighed Kernel Fuzzy Clustering for Non-linear Data. SPAC (2019)
Bozhan Dang, Jin Zhou, Xiangdao Liu, Rongrong Wang, Lin Wang, Shiyuan Han, Yuehui Chen
Transfer Learning Based Kernel Fuzzy Clustering. iFUZZY (2019)
Rongrong Wang, Jin Zhou, Xiangdao Liu, Shiyuan Han, Lin Wang, Yuehui Chen
Transfer Clustering Based on Gaussian Mixture Model. SSCI (2019)