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Tian-Rui Li · SciRah

Researcher profile · Semantic Scholar

Tian-Rui Li

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Tian-Rui Li — researcher profile on SciRah

h-index: 74
Works: 476
Citations: 18K

Most-cited papers

Multivariate time series forecasting via attention-based encoder-decoder framework
Sheng-Dong Du, Tian-Rui Li, Yan Yang, S. Horng
2020Neurocomputing421 citations
Semantic Scholar
Multi-source information fusion based on rough set theory: A review
Peng-Fei Zhang, Tian-Rui Li, Guoqiang Wang, Chuan Luo +4 more
2021Information Fusion275 citations
Semantic Scholar
A review on crowd simulation and modeling
Shanwen Yang, Tian-Rui Li, Xun Gong, B. Peng +1 more
2020Graphical Models149 citations
Semantic Scholar
Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions
Zhong Yuan, Hong-Mei Chen, Peng Xie, Peng-Fei Zhang +2 more
2021Applied Soft Computing134 citations
Semantic Scholar
Fairness and accuracy in horizontal federated learning
Wei Huang, Tian-Rui Li, De-Xian Wang, Sheng-Dong Du +2 more
2021Information Sciences130 citations
Semantic Scholar
A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data
Peng-Fei Zhang, Tian-Rui Li, Zhong Yuan, Chuan Luo +3 more
2021Information Fusion108 citations
Semantic Scholar
Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets
Bin-Bin Sang, Hong-Mei Chen, Lei Yang, Tian-Rui Li +1 more
2021IEEE transactions on fuzzy systems105 citations
Semantic Scholar
A novel hybrid feature selection method considering feature interaction in neighborhood rough set
Ji-Hong Wan, Hong-Mei Chen, Zhong Yuan, Tian-Rui Li +2 more
2021Knowledge-Based Systems101 citations
Semantic Scholar
Deep embedding clustering based on contractive autoencoder
Bassoma Diallo, Jie Hu, Tian-Rui Li, G. Khan +2 more
2021Neurocomputing96 citations
Semantic Scholar
Outlier Detection Based on Fuzzy Rough Granules in Mixed Attribute Data
Zhong Yuan, Hong-Mei Chen, Tian-Rui Li, Bin-Bin Sang +1 more
2021IEEE Transactions on Cybernetics92 citations
Semantic Scholar
Multi-view clustering via deep concept factorization
Shuai Chang, Jie Hu, Tian-Rui Li, Hao Wang +1 more
2021Knowledge-Based Systems89 citations
Semantic Scholar
Unsupervised attribute reduction for mixed data based on fuzzy rough sets
Zhong Yuan, Hong-Mei Chen, Tian-Rui Li, Zeng Yu +2 more
2021Information Sciences84 citations
Semantic Scholar
Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures
Ji-Hong Wan, Hong-Mei Chen, Tian-Rui Li, Zhong Yuan +2 more
2021IEEE Transactions on Cybernetics82 citations
Semantic Scholar
Multi-view data clustering via non-negative matrix factorization with manifold regularization
G. Khan, Jie Hu, Tian-Rui Li, Bassoma Diallo +1 more
2021International Journal of Machine Learning and Cybernetics78 citations
Semantic Scholar
Neighborhood rough sets with distance metric learning for feature selection
Xiaoling Yang, Hong-Mei Chen, Tian-Rui Li, Ji-Hong Wan +1 more
2021Knowledge-Based Systems78 citations
Semantic Scholar
A Novel Unsupervised Approach to Heterogeneous Feature Selection Based on Fuzzy Mutual Information
Zhong Yuan, Hong-Mei Chen, Peng-Fei Zhang, Ji-Hong Wan +1 more
2022IEEE transactions on fuzzy systems77 citations
Semantic Scholar
Feature selection for dynamic interval-valued ordered data based on fuzzy dominance neighborhood rough set
Bin-Bin Sang, Hong-Mei Chen, Lei Yang, Tian-Rui Li +2 more
2021Knowledge-Based Systems71 citations
Semantic Scholar
An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability
Wei Huang, Tian-Rui Li, Jia Liu, Peng Xie +2 more
2021Information Fusion67 citations
Semantic Scholar
A noise-aware fuzzy rough set approach for feature selection
Xiaoling Yang, Hong-Mei Chen, Tian-Rui Li, Chuan Luo
2022Knowledge-Based Systems62 citations
Semantic Scholar
Spatio-temporal feature fusion for dynamic taxi route recommendation via deep reinforcement learning
Shenggong Ji, Zhaoyuan Wang, Tian-Rui Li, Yu Zheng
2020Knowledge-Based Systems62 citations
Semantic Scholar
Fairness and Accuracy in Federated Learning
Wei Huang, Tian-Rui Li, De-Xian Wang, Sheng-Dong Du +1 more
2020arXiv.org62 citations
Semantic Scholar
A stable community detection approach for complex network based on density peak clustering and label propagation
Chuanwei Li, Hong-Mei Chen, Tian-Rui Li, Xiaoling Yang
2021Applied intelligence (Boston)61 citations
Semantic Scholar
Dynamic dominance rough set approach for processing composite ordered data
Qianqian Huang, Tian-Rui Li, Yanyong Huang, Xin Yang +1 more
2020Knowledge-Based Systems61 citations
Semantic Scholar
A multilevel neighborhood sequential decision approach of three-way granular computing
Xin Yang, Tian-Rui Li, Dun Liu, H. Fujita
2020Information Sciences60 citations
Semantic Scholar
Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding
Jia Liu, Tian-Rui Li, Shenggong Ji, Peng Xie +3 more
2021IEEE Transactions on Knowledge and Data Engineering55 citations
Semantic Scholar
Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation
Jia Liu, Wei Huang, Tian-Rui Li, Shenggong Ji +1 more
2023IEEE Transactions on Knowledge and Data Engineering54 citations
Semantic Scholar
Multi-view low rank sparse representation method for three-way clustering
G. Khan, Jie Hu, Tian-Rui Li, Bassoma Diallo +1 more
2021International Journal of Machine Learning and Cybernetics54 citations
Semantic Scholar
Dynamic interaction feature selection based on fuzzy rough set
Ji-Hong Wan, Hong-Mei Chen, Tian-Rui Li, Xiaoling Yang +1 more
2021Information Sciences54 citations
Semantic Scholar
Orthogonally constrained matrix factorization for robust unsupervised feature selection with local preserving
Chuan Luo, Jian Zheng, Tian-Rui Li, Hong-Mei Chen +2 more
2021Information Sciences52 citations
Semantic Scholar
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis
Huaishao Luo, Lei Ji, Tian-Rui Li, Da-Xin Jiang +1 more
2020Findings52 citations Open access
Semantic Scholar
A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization
De-Xian Wang, Tian-Rui Li, Ping Deng, Fanfan Zhang +3 more
2023ACM Transactions on Knowledge Discovery from Data50 citations Open access
Semantic Scholar
Multigranulation Relative Entropy-Based Mixed Attribute Outlier Detection in Neighborhood Systems
Zhong Yuan, Hong-Mei Chen, Tian-Rui Li, Xian-Yong Zhang +1 more
2022IEEE Transactions on Systems, Man & Cybernetics. Systems50 citations
Semantic Scholar
Large-Scale Meta-Heuristic Feature Selection Based on BPSO Assisted Rough Hypercuboid Approach
Chuan Luo, Sizhao Wang, Tian-Rui Li, Hong-Mei Chen +2 more
2022IEEE Transactions on Neural Networks and Learning Systems50 citations
Semantic Scholar
Fuzzy complementary entropy using hybrid-kernel function and its unsupervised attribute reduction
Zhong Yuan, Hong-Mei Chen, Xiaoling Yang, Tian-Rui Li +1 more
2021Knowledge-Based Systems50 citations
Semantic Scholar
Mixed data-driven sequential three-way decision via subjective-objective dynamic fusion
Xin Yang, Yang Chen, H. Fujita, Dun Liu +1 more
2021Knowledge-Based Systems49 citations
Semantic Scholar
A novel quantum grasshopper optimization algorithm for feature selection
Dong Wang, Hong-Mei Chen, Tian-Rui Li, Ji-Hong Wan +1 more
2020International Journal of Approximate Reasoning49 citations Open access
Semantic Scholar
Graph Regularized Sparse Non-Negative Matrix Factorization for Clustering
Ping Deng, Tian-Rui Li, Hongjun Wang, De-Xian Wang +2 more
2023IEEE Transactions on Computational Social Systems48 citations
Semantic Scholar
Hybrid Missing Value Imputation Algorithms Using Fuzzy C-Means and Vaguely Quantified Rough Set
Daiwei Li, Haiqing Zhang, Tian-Rui Li, A. Bouras +2 more
2021IEEE transactions on fuzzy systems47 citations
Semantic Scholar
Incremental approaches for heterogeneous feature selection in dynamic ordered data
Bin-Bin Sang, Hong-Mei Chen, Tian-Rui Li, Wei-Hua Xu +1 more
2020Information Sciences47 citations
Semantic Scholar
Exploring interactive attribute reduction via fuzzy complementary entropy for unlabeled mixed data
Zhong Yuan, Hong-Mei Chen, Tian-Rui Li
2022Pattern Recognition44 citations
Semantic Scholar
Granular cabin: An efficient solution to neighborhood learning in big data
Keyu Liu, Tian-Rui Li, Xi-Bei Yang, Xin Yang +3 more
2021Information Sciences43 citations
Semantic Scholar
Temporal-spatial three-way granular computing for dynamic text sentiment classification
Xin Yang, Yujie Li, Qiuke Li, Dun Liu +1 more
2022Information Sciences41 citations
Semantic Scholar
R2CI: Information theoretic-guided feature selection with multiple correlations
Ji-Hong Wan, Hong-Mei Chen, Tian-Rui Li, Wei Huang +2 more
2022Pattern Recognition40 citations
Semantic Scholar
Unsupervised feature selection via self-paced learning and low-redundant regularization
Weiyi Li, Hong-Mei Chen, Tian-Rui Li, Ji-Hong Wan +1 more
2021Knowledge-Based Systems40 citations Open access
Semantic Scholar
An Overview Based on the Overall Architecture of Traffic Forecasting
Li-Lan Peng, Xuehua Liao, Tian-Rui Li, Xiangyu Guo +1 more
2024Data Science and Engineering37 citations Open access
Semantic Scholar
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets
Peng-Fei Zhang, Tian-Rui Li, Chuan Luo, Guoqiang Wang
2021International Journal of Approximate Reasoning37 citations Open access
Semantic Scholar
Predicting and ranking box office revenue of movies based on big data
Zhaoyuan Wang, Jun-Bo Zhang, Shenggong Ji, Chui-Shi Meng +2 more
2020Information Fusion37 citations
Semantic Scholar
TW-Co-MFC: Two-level weighted collaborative fuzzy clustering based on maximum entropy for multi-view data
Jie Hu, Yi Pan, Tian-Rui Li, Yan Yang
2021Tsinghua Science and Technology36 citations Open access
Semantic Scholar
Tri-regularized nonnegative matrix tri-factorization for co-clustering
Ping Deng, Tian-Rui Li, Hongjun Wang, S. Horng +2 more
2021Knowledge-Based Systems35 citations
Semantic Scholar
Double-local rough sets for efficient data mining
Guoqiang Wang, Tian-Rui Li, Peng-Fei Zhang, Qianqian Huang +1 more
2021Information Sciences34 citations
Semantic Scholar

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