Rough membership measure in intuitionistic fuzzy information system. - Binbin Sang; Weihua Xu 003 (ICNC-FSKD, 2017)

直觉模糊序决策信息系统的分配约简 (Assignment Reduction of Intuitionistic Fuzzy Ordered Decision Information System). - Binbin Sang; Weihua Xu 003 (计算机科学, 2017)

格值信息系统的粗糙熵与不确定度量 (Fuzzy Entropy and Uncertain Measurement in Lattice-valued Information Systems). - Xiaoyan Zhang 003; Binbin Sang; Ling Wei (计算机科学, 2017)

Decision-theoretic rough set model of multi-source decision systems. - Binbin Sang; Yanting Guo; Derong Shi; Weihua Xu 003 (Int. J. Mach. Learn. Cybern., 2018)

The Method of Data Analysis in Intuitionistic Fuzzy Generalized Consistent Decision Formal Context. - Binbin Sang; Binghan Long; Jinzhong Pang; Weihua Xu 003 (Entropy, 2019)

Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system. - Binbin Sang; Lei Yang; Hongmei Chen 001; Weihua Xu 003; Yanting Guo; Zhong Yuan (Int. J. Approx. Reason., 2019)

Multi-granulation Rough Sets and Uncertainty Measurement for Multi-source Fuzzy Information System. - Lei Yang; Xiaoyan Zhang 003; Weihua Xu 003; Binbin Sang (Int. J. Fuzzy Syst., 2019)

Multi-granulation method for information fusion in multi-source decision information system. - Lei Yang; Weihua Xu 003; Xiaoyan Zhang 003; Binbin Sang (Int. J. Approx. Reason., 2020)

Incremental approaches for heterogeneous feature selection in dynamic ordered data. - Binbin Sang; Hongmei Chen 001; Tianrui Li 001; Weihua Xu 003; Hong Yu 007 (Inf. Sci., 2020)

Incremental updating approximations for double-quantitative decision-theoretic rough sets with the variation of objects. - Yanting Guo; Eric C. C. Tsang; Meng Hu; Xuxin Lin; Degang Chen 002; Weihua Xu 003; Binbin Sang (Knowl. Based Syst., 2020)

Dynamic fuzzy neighborhood rough set approach for interval-valued information systems with fuzzy decision. - Lei Yang; Keyun Qin; Binbin Sang; Weihua Xu 003 (Appl. Soft Comput., 2021)

Dynamic interaction feature selection based on fuzzy rough set. - Jihong Wan; Hongmei Chen 001; Tianrui Li 001; Xiaoling Yang; Binbin Sang (Inf. Sci., 2021)

Unsupervised attribute reduction for mixed data based on fuzzy rough sets. - Zhong Yuan; Hongmei Chen 001; Tianrui Li 001; Zeng Yu 001; Binbin Sang; Chuan Luo 001 (Inf. Sci., 2021)

Feature selection for dynamic interval-valued ordered data based on fuzzy dominance neighborhood rough set. - Binbin Sang; Hongmei Chen 001; Lei Yang; Tianrui Li 001; Weihua Xu 003; Chuan Luo 001 (Knowl. Based Syst., 2021)

Incremental attribute reduction approaches for ordered data with time-evolving objects. - Binbin Sang; Hongmei Chen 001; Lei Yang; Dapeng Zhou; Tianrui Li 001; Weihua Xu 003 (Knowl. Based Syst., 2021)

A novel hybrid feature selection method considering feature interaction in neighborhood rough set. - Jihong Wan; Hongmei Chen 001; Zhong Yuan; Tianrui Li 001; Xiaoling Yang; Binbin Sang (Knowl. Based Syst., 2021)

Neighborhood rough sets with distance metric learning for feature selection. - Xiaoling Yang; Hongmei Chen 001; Tianrui Li 001; Jihong Wan; Binbin Sang (Knowl. Based Syst., 2021)

Unsupervised feature selection via self-paced learning and low-redundant regularization. - Weiyi Li; Hongmei Chen 001; Tianrui Li 001; Jihong Wan; Binbin Sang (Knowl. Based Syst., 2022)

Self-adaptive weighted interaction feature selection based on robust fuzzy dominance rough sets for monotonic classification. - Binbin Sang; Hongmei Chen 001; Jihong Wan; Lei Yang; Tianrui Li 001; Weihua Xu 003; Chuan Luo 001 (Knowl. Based Syst., 2022)

Dynamic maintenance of variable precision fuzzy neighborhood three-way regions in interval-valued fuzzy decision system. - Lei Yang; Keyun Qin; Binbin Sang; Weihua Xu 003 (Int. J. Mach. Learn. Cybern., 2022)

Outlier Detection Based on Fuzzy Rough Granules in Mixed Attribute Data. - Zhong Yuan; Hongmei Chen 001; Tianrui Li 001; Binbin Sang; Shu Wang (IEEE Trans. Cybern., 2022)

Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets. - Binbin Sang; Hongmei Chen 001; Lei Yang; Tianrui Li 001; Weihua Xu 003 (IEEE Trans. Fuzzy Syst., 2022)

Feature Selection Considering Multiple Correlations Based on Soft Fuzzy Dominance Rough Sets for Monotonic Classification. - Binbin Sang; Hongmei Chen 001; Lei Yang; Jihong Wan; Tianrui Li 001; Weihua Xu 003 (IEEE Trans. Fuzzy Syst., 2022)

Multigranulation Relative Entropy-Based Mixed Attribute Outlier Detection in Neighborhood Systems. - Zhong Yuan; Hongmei Chen 001; Tianrui Li 001; Xianyong Zhang; Binbin Sang (IEEE Trans. Syst. Man Cybern. Syst., 2022)

A novel incremental attribute reduction by using quantitative dominance-based neighborhood self-information. - Lei Yang; Keyun Qin; Binbin Sang; Chao Fu (Knowl. Based Syst., 2023)

Vaguely quantified fuzzy dominance rough set and its incremental maintenance approximation approaches. - Lei Yang; Keyun Qin; Binbin Sang; Weihua Xu 003; Han Yang (Soft Comput., 2023)

Feature Grouping and Selection With Graph Theory in Robust Fuzzy Rough Approximation Space. - Jihong Wan; Hongmei Chen 001; Tianrui Li 001; Binbin Sang; Zhong Yuan (IEEE Trans. Fuzzy Syst., 2023)

Fuzzy rough feature selection using a robust non-linear vague quantifier for ordinal classification. - Binbin Sang; Lei Yang; Hongmei Chen 001; Weihua Xu 003; Xiaoyan Zhang 003 (Expert Syst. Appl., 2023)

Interactive fuzzy knowledge distance-guided attribute reduction with three-way accelerator. - Deyou Xia; Guoyin Wang 001; Qinghua Zhang 001; Jie Yang 052; Huanan Bao; Shuai Li 019; Binbin Sang (Knowl. Based Syst., 2023)

Active Antinoise Fuzzy Dominance Rough Feature Selection Using Adaptive K-Nearest Neighbors. - Binbin Sang; Weihua Xu 003; Hongmei Chen 001; Tianrui Li 001 (IEEE Trans. Fuzzy Syst., 2023)

Feature Selection Based on Cross Neighborhood Granular Ball Layer. - Hongyang Wei; Binbin Sang; Lei Yang (IJCRS (2), 2024)

Cross-View Fuzziness and Intra-view Uncertainty-Based Weight Reconstruction for Multi-view Feature Selection. - Biao Xiang; Hongmei Chen 001; Yong Mi; Binbin Sang; Shi-Jinn Horng; Tianrui Li 001 (IJCRS (2), 2024)

Fuzzy Rough Outlier Detection Method in Two-Layer Granular Ball Space. - Hua Zhang; Binbin Sang; Lei Yang (IJCRS (1), 2024)

Distance metric learning-based multi-granularity neighborhood rough sets for attribute reduction. - Shaoguo Cui; Gengsen Li; Binbin Sang; Weihua Xu; Hongmei Chen (Appl. Soft Comput., 2024)

LEFMIFS: Label enhancement and fuzzy mutual information for robust multilabel feature selection. - Tengyu Yin; Hongmei Chen 001; Zhong Yuan; Binbin Sang; Shi-Jinn Horng; Tianrui Li 001; Chuan Luo 001 (Eng. Appl. Artif. Intell., 2024)

KSIR-MIL: Key Region Selection and Instance Refinement for Multi-instance Learning in Whole Slide Image Classification. - Shaoguo Cui; Jiangfeng Wu; Binbin Sang; Tiansong Li; Yi Zhang; Fumin Cheng; Guofen Wang (ICIC (25), 2025)

LLM-Based Data Synthesis and Distillation for High-Quality Text-to-SQL Training. - Shaoguo Cui; Keying Wen; Binbin Sang; Tiansong Li; Yi Zhang; Huan Gao (ICIC (23), 2025)

Trend Prediction First, Personality Refinement After. KanPaTST: A KAN Fine-Tuned Patch Time Series Transformer for Public Opinion Popularity Forecasting. - Shaoguo Cui; Sifan Zhao; Linfeng Gong; Wei Xia; Yulong Yang; Binbin Sang; Tiansong Li; Xiaoxin Chen (ICIC (7), 2025)

VCOS: Multi-scale information fusion to feature selection using fuzzy rough combination entropy. - Binbin Sang; Lei Yang; Wei-Hua Xu 003; Hongmei Chen 001; Tianrui Li 001; Wentao Li 004 (Inf. Fusion, 2025)

GBFRS: Robust Fuzzy Rough Sets via Granular-ball Computing. - Shuyin Xia; Xiaoyu Lian; Binbin Sang; Guoyin Wang 002; Xinbo Gao 001 (CoRR, 2025)

Feature correlation fusion and feature selection under adaptive neighborhood group approximation space. - Gengsen Li; Binbin Sang; Shaoguo Cui; Hongmei Chen (Int. J. Mach. Learn. Cybern., 2025)

Robust Attribute Reduction Exploring Class-Separability and Attribute-Correlation for Ordered Decision Systems. - Binbin Sang; Lei Yang; Hongmei Chen 001; Tianrui Li 001; Weihua Xu 003 (IEEE Trans. Syst. Man Cybern. Syst., 2025)