Shiyuan Han

37 papers B 3Journal 18Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Collaborative multi-view fuzzy clustering based on Gaussian mixture model.
Neurocomputing
Xingchen Li, Shiyuan Han, Jin Zhou, C. L. Philip Chen, Tong Zhang, Yuehui Chen, Lin Wang, Tao Du, Xiaoyu Zheng
2026 J jnl
MAAN: multi-scale atrous attention network for skin lesion segmentation.
Complex Intell. Syst.
Yang Lian, Ruizhi Han, Shiyuan Han, Defu Qiu, Jin Zhou
2026 J jnl
TLCN: A trend-local convolution network for traffic prediction.
Neurocomputing
Jinghang Zhao, Qinfen Wang, Yanjie Zhang, Jie Liu, Shiyuan Han, Hao Li, Yuehui Chen, Jin Zhou, Zhengwu Chai
2025 B conf
Active Suspension Performance Enhancement Based on Improved DDPG Algorithms.
IJCNN
Shuyu Cao, Xiaotian Gao, Guoce Zhang, Shiyuan Han, Yu Du
2025 J jnl
Dynamic Spatial-Temporal Imputation Network With Missing Features for Traffic Data Imputation.
IEEE Internet Things J.
Hao Li, Shiyuan Han, Min Yang, Jie Liu, Jin Zhou, Tong Zhang, C. L. Philip Chen
2025 — conf
Expanded Feature for Deep Embedding Clustering.
ICIC (20)
Xiaoyu Zheng, Jin Zhou, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
2025 J jnl
FourCastLSTM: A precipitation nowcasting model integrating global and local spatiotemporal features.
Comput. Geosci.
Chuangwei Xu, Jie Liu, Shiyuan Han, Xiaoqi Duan, Lei Xiang, Tong Zhang
2025 — conf
Incomplete Data Clustering Based on Multiple Imputation and Autoencoders.
ICIC (20)
Xinyu Han, Jin Zhou, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
2025 J jnl
Multi-agent reinforcement learning for vibration control of regenerative active suspension.
Eng. Appl. Artif. Intell.
Xiaotian Gao, Yu Du, Shiyuan Han, Wenxiu Zhao, Jin Zhou, Tong Zhang, C. L. Philip Chen
2024 J jnl
Appearance-posture fusion network for distracted driving behavior recognition.
Expert Syst. Appl.
Xiaohui Yang, Yu Qiao, Shiyuan Han, Zhen Feng, Yuehui Chen
2024 — conf
Graph Embedding-Based Deep Multi-view Clustering.
ICIC (2)
Cong Chen, Jin Zhou, Shiyuan Han, Yingxu Wang, Tao Du, Cheng Yang, Bowen Liu
2024 — conf
Multi-View Transfer Clustering Algorithm Based on Gaussian Mixture Model.
iFUZZY
Yan Jiang, Xingchen Li, Jin Zhou, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
2024 J jnl
RVPNet: A real time unstructured road vanishing point detection algorithm using attention mechanism and global context information.
Multim. Tools Appl.
Yu Liu, Xue Fan, Shiyuan Han, Jin Zhou, Xiaohui Yang, Zhongtao Li
2024 J jnl
STFGCN: Spatial-temporal fusion graph convolutional network for traffic prediction.
Expert Syst. Appl.
Hao Li, Jie Liu, Shiyuan Han, Jin Zhou, Tong Zhang, C. L. Philip Chen
2024 — conf
Vibration Control of Active Suspension System with Mass Uncertainty Based on RBF Neural Network.
ICIC (LNAI 6)
Yali Wang, Shiyuan Han
2024 — conf
Visible-Hidden Multi-view Collaborative Fuzzy Clustering Based on Graph Constraints.
ICIC (LNAI 6)
Jiahao Mei, Chen Zhang, Jin Zhou, Shiyuan Han, Yingxu Wang, Tao Du, Cheng Yang, Bowen Liu
2023 — conf
A Novel Multi-task Architecture for Vanishing Point Assisted Road Segmentation and Guidance in Off-Road Environments.
ICIC (2)
Yu Liu, Xue Fan, Shiyuan Han, Weiwei Yu
2023 — conf
A Traffic Flow Prediction Framework Based on Clustering and Heterogeneous Graph Neural Networks.
ICIC (2)
Lei Luo, Shiyuan Han, Zhongtao Li, Jun Yang, Xixin Yang
2023 — conf
BYOL Network Based Contrastive Clustering.
ICIC (1)
Xuehao Chen, Weidong Zhou, Jin Zhou, Yingxu Wang, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
2023 — conf
CLSTGCN: Closed Loop Based Spatial-Temporal Convolution Networks for Traffic Flow Prediction.
ICIC (1)
Hao Li, Shiyuan Han, Jinghang Zhao, Yang Lian, Weiwei Yu, Xixin Yang
2023 — conf
Deep Multi-view Clustering Based on Graph Embedding.
ICIC (1)
Chen Zhang, Weidong Zhou, Jin Zhou, Yingxu Wang, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
2023 — conf
Graph-Based Short Text Clustering via Contrastive Learning with Graph Embedding.
ICIC (1)
Yujie Wei, Weidong Zhou, Jin Zhou, Yingxu Wang, Shiyuan Han, Tao Du, Cheng Yang, Bowen Liu
2023 J jnl
Guided Filter-Based Fuzzy Clustering for General Data Analysis.
Int. J. Fuzzy Syst.
Yingxu Wang, Qingxue Qin, Jin Zhou, Yuehui Chen, Shiyuan Han, Lin Wang, Tao Du, Ke Ji, Ya-ou Zhao, Kun Zhang
2023 J jnl
Multi-scale spatial-temporal attention graph convolutional networks for driver fatigue detection.
J. Vis. Commun. Image Represent.
Shuxiang Fa, Xiaohui Yang, Shiyuan Han, Zhiquan Feng, Yuehui Chen
2023 J jnl
Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks.
IEEE Trans. Fuzzy Syst.
Yingxu Wang, Shiyuan Han, Jin Zhou, Long Chen, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Lin Wang, Yuehui Chen
2023 — conf
TrafficSCINet: An Adaptive Spatial-Temporal Graph Convolutional Network for Traffic Flow Forecasting.
ICIC (1)
Kai Gong, Shiyuan Han, Xiaohui Yang, Weiwei Yu, Yuanlin Guan
2023 J jnl
Transfer Learning-Based Collaborative Multiview Clustering.
IEEE Trans. Fuzzy Syst.
Xiangdao Liu, Rongrong Wang, Jin Zhou, C. L. Philip Chen, Tong Zhang, Yuehui Chen, Shiyuan Han, Tao Du, Ke Ji, Kun Zhang
2023 J jnl
Transfer-Learning-Based Gaussian Mixture Model for Distributed Clustering.
IEEE Trans. Cybern.
Rongrong Wang, Shiyuan Han, Jin Zhou, Yuehui Chen, Lin Wang, Tao Du, Ke Ji, Ya-ou Zhao, Kun Zhang
2022 B conf
Kernel Fuzzy Clustering based on Quasi-Monte Carlo Feature Map with Neighbor Affinity Constraint.
FUZZ-IEEE
Wenpu Zhang, Yingying Guo, Rongrong Wang, Jin Zhou, Hui Jiang, Shiyuan Han, Lin Wang, Tao Du, Ke Ji
2022 J jnl
Soft Subspace Fuzzy Clustering with Dimension Affinity Constraint.
Int. J. Fuzzy Syst.
Yingying Guo, Rongrong Wang, Jin Zhou, Yuehui Chen, Hui Jiang, Shiyuan Han, Lin Wang, Tao Du, Ke Ji, Ya-ou Zhao, Kun Zhang
2022 J jnl
Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks.
IEEE Trans. Fuzzy Syst.
Bozhan Dang, Yingxu Wang, Jin Zhou, Rongrong Wang, Long Chen, C. L. Philip Chen, Tong Zhang, Shiyuan Han, Lin Wang, Yuehui Chen
2021 J jnl
A General Transfer Learning-based Gaussian Mixture Model for Clustering.
Int. J. Fuzzy Syst.
Rongrong Wang, Jin Zhou, Hui Jiang, Shiyuan Han, Lin Wang, Dong Wang, Yuehui Chen
2020 B conf
Multiple Spatial Information Weighted Fuzzy Clustering for Image Segmentation.
SMC
Xiangdao Liu, Jin Zhou, Hui Jiang, C. L. Philip Chen, Tong Zhang, Lin Wang, Shiyuan Han, Yuehui Chen
2020 J jnl
Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation.
Int. J. Mach. Learn. Cybern.
Guangmei Xu, Jin Zhou, Jiwen Dong, C. L. Philip Chen, Tong Zhang, Long Chen, Shiyuan Han, Lin Wang, Yuehui Chen
2019 — conf
Random Feature Based Attribute-weighed Kernel Fuzzy Clustering for Non-linear Data.
SPAC
Qiushi Tian, Jin Zhou, Shiyuan Han, Lin Wang, Yuehui Chen
2019 — conf
Transfer Clustering Based on Gaussian Mixture Model.
SSCI
Rongrong Wang, Jin Zhou, Xiangdao Liu, Shiyuan Han, Lin Wang, Yuehui Chen
2019 — conf
Transfer Learning Based Kernel Fuzzy Clustering.
iFUZZY
Bozhan Dang, Jin Zhou, Xiangdao Liu, Rongrong Wang, Lin Wang, Shiyuan Han, Yuehui Chen