Jia Liu

Urban flow prediction from spatiotemporal data using machine learning: A survey

Peng Xie, Tianrui Li, Jia Liu et al. · Information Fusion · 2020 · 294 citations

Urban Geography, Engineering, Machine Learning +12

Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions

Zhong Yuan, Hongmei Chen, Peng Xie et al. · Applied Soft Computing · 2021 · 122 citations

Fuzzy Multi-criteria Decision-making, Fuzzy Logic, Comparative Experiments +9

A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data

Pengfei Zhang, Tianrui Li, Zhong Yuan et al. · Information Fusion · 2021 · 98 citations

Decision Fusion, Engineering, Machine Learning +13

Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures

Jihong Wan, Hongmei Chen, Tianrui Li et al. · IEEE Transactions on Cybernetics · 2021 · 84 citations

Engineering, Machine Learning, Feature Selection +18

Anomaly detection based on weighted fuzzy-rough density

Zhong Yuan, Baiyang Chen, Jia Liu et al. · Applied Soft Computing · 2023 · 84 citations

Fuzzy Logic, Anomaly Detection, Engineering +7