Covering Rough Set Model Based on Multi-granulations. - Caihui Liu; Duoqian Miao (RSFDGrC, 2011)

Graded rough set model based on two universes and its properties. - Caihui Liu; Duoqian Miao; Nan Zhang (Knowl. Based Syst., 2012)

Multi-granulation Rough Sets Based on Central Sets. - Caihui Liu; Meizhi Wang; Yujiang Liu; Min Wang (RSKT, 2014)

On multi-granulation covering rough sets. - Caihui Liu; Duoqian Miao; Jin Qian (Int. J. Approx. Reason., 2014)

Graph embedding discriminant analysis for face recognition. - Cairong Zhao; Zhihui Lai 001; Duoqian Miao 001; Zhihua Wei 001; Caihui Liu (Neural Comput. Appl., 2014)

A New Subsystem-Based Definition of Generalized Rough Set Model. - Caihui Liu; Meizhi Wang; Yanfei Dai; Yueli Luo (RSFDGrC, 2015)

条件概率描述下的多粒度覆盖粗糙集模型研究 (Conditional Probability-based Multi-granulation Covering Rough Sets). - Caihui Liu; Xiaoqiang Tu (计算机科学, 2015)

Hierarchical attribute reduction algorithms for big data using MapReduce. - Jin Qian; Ping Lv; Xiaodong Yue; Caihui Liu; Zhengjun Jing (Knowl. Based Syst., 2015)

Optimistic Decision-Theoretic Rough Sets in Multi-covering Space. - Caihui Liu; Meizhi Wang (IJCRS, 2016)

Covering-based multi-granulation fuzzy rough sets. - Caihui Liu; Witold Pedrycz (J. Intell. Fuzzy Syst., 2016)

Constructive methods of rough approximation operators and multigranulation rough sets. - Xiaohong Zhang 001; Duoqian Miao; Caihui Liu; Meilong Le (Knowl. Based Syst., 2016)

Covering-Based Optimistic Multigranulation Decision-Theoretic Rough Sets Based on Maximal Descriptors. - Caihui Liu; Meizhi Wang; Nan Zhang (IJCRS (2), 2017)

Attribute Reduction in Utility-Based Decision-Theoretic Rough Set Models. - Nan Zhang; Lili Jiang; Caihui Liu (IJCRS (2), 2017)

Covering-Based Optimistic-Pessimistic Multigranulation Decision-Theoretic Rough Sets. - Caihui Liu; Jin Qian; Nan Zhang; Meizhi Wang (IJCSR, 2018)

Multigranulation sequential three-way decisions based on multiple thresholds. - Jin Qian; Caihui Liu; Xiaodong Yue (Int. J. Approx. Reason., 2019)

Novel matrix-based approaches to computing minimal and maximal descriptions in covering-based rough sets. - Caihui Liu; Kecan Cai; Duoqian Miao 001; Jin Qian (Inf. Sci., 2020)

Sequential three-way decisions via multi-granularity. - Jin Qian; Caihui Liu; Duoqian Miao 001; Xiaodong Yue (Inf. Sci., 2020)

Hierarchical Multi-granulation Sequential Three-Way Decisions. - Chengxin Hong; Jin Qian; Haoying Jiang; Zhigang Tong; Ying Yu; Caihui Liu (IJCRS, 2022)

An improved decision tree algorithm based on variable precision neighborhood similarity. - Caihui Liu; Bowen Lin 001; Jianying Lai; Duoqian Miao 001 (Inf. Sci., 2022)

Generalized multigranulation sequential three-way decision models for hierarchical classification. - Jin Qian; Chengxin Hong; Ying Yu; Caihui Liu; Duoqian Miao (Inf. Sci., 2022)

Grained matrix and complementary matrix: Novel methods for computing information descriptions in covering approximation spaces. - Jingqian Wang; Xiaohong Zhang 001; Caihui Liu (Inf. Sci., 2022)

An improved ID3 algorithm based on variable precision neighborhood rough sets. - Caihui Liu; Jianying Lai; Bowen Lin 001; Duoqian Miao 001 (Appl. Intell., 2023)

An improved decision tree algorithm based on boundary mixed attribute dependency. - Bowen Lin 001; Caihui Liu; Duoqian Miao 001 (Appl. Intell., 2024)

AHA-3WKM: The optimization of K-means with three-way clustering and artificial hummingbird algorithm. - Xiying Chen; Caihui Liu; Bowen Lin 001; Jianying Lai; Duoqian Miao 001 (Inf. Sci., 2024)

A novel adaptive neighborhood rough sets based on sparrow search algorithm and feature selection. - Caihui Liu; Bowen Lin 001; Duoqian Miao 001 (Inf. Sci., 2024)

An improved decision tree algorithm based on hierarchical neighborhood dependence. - Jianying Lai; Caihui Liu; Bowen Lin 001; Duoqian Miao 001 (Soft Comput., 2024)

Research on multi-granularity sequential three-way decisions based on the fuzzy T-equivalence relation. - Jin Qian; Xing Han; Ying Yu; Caihui Liu; Jiamao Yu (Appl. Soft Comput., 2024)

A systematic framework enhancing molecular screening efficiency in drug discovery via scaffold-driven fuzzy similarity and adaptive spectral clustering. - Zeqiang Xian; Caihui Liu (Comput. Biol. Chem., 2025)

Attribute reduction based on adaptive neighborhood rough sets and three-way pied kingfisher optimizer. - Wenjing Qiu; Caihui Liu; Bowen Lin 001; Xiying Chen; Duoqian Miao 001 (Expert Syst. Appl., 2025)

Image thresholding segmentation method based on adaptive granulation and reciprocal rough entropy. - Xiying Chen; Caihui Liu; Dehua Xie; Duoqian Miao 001 (Inf. Sci., 2025)