Caihui Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Approximation Spaces

Variable Precision

Decision Models

Top Venues

J. Intell. Fuzzy Syst.

Int. J. Approx. Reason.

Publications

Jin Qian, Xing Han, Ying Yu, Caihui Liu, Jiamao Yu
Research on multi-granularity sequential three-way decisions based on the fuzzy T-equivalence relation. Appl. Soft Comput. 149 (Part A) (2024)
Bowen Lin, Caihui Liu, Duoqian Miao
An improved decision tree algorithm based on boundary mixed attribute dependency. Appl. Intell. 54 (2) (2024)
Xiying Chen, Caihui Liu, Bowen Lin, Jianying Lai, Duoqian Miao
AHA-3WKM: The optimization of K-means with three-way clustering and artificial hummingbird algorithm. Inf. Sci. 672 (2024)
Caihui Liu, Bowen Lin, Duoqian Miao
A novel adaptive neighborhood rough sets based on sparrow search algorithm and feature selection. Inf. Sci. 679 (2024)
Caihui Liu, Jianying Lai, Bowen Lin, Duoqian Miao
An improved ID3 algorithm based on variable precision neighborhood rough sets. Appl. Intell. 53 (20) (2023)
Jin Qian, Xing Han, Ying Yu, Caihui Liu
Multi-granularity decision-theoretic rough sets based on the fuzzy T-equivalence relation with new strategies. J. Intell. Fuzzy Syst. 44 (4) (2023)
Caihui Liu, Bowen Lin, Jianying Lai, Duoqian Miao
An improved decision tree algorithm based on variable precision neighborhood similarity. Inf. Sci. 615 (2022)
Chengxin Hong, Jin Qian, Haoying Jiang, Zhigang Tong, Ying Yu, Caihui Liu
Hierarchical Multi-granulation Sequential Three-Way Decisions. IJCRS (2022)
Jingqian Wang, Xiaohong Zhang, Caihui Liu
Grained matrix and complementary matrix: Novel methods for computing information descriptions in covering approximation spaces. Inf. Sci. 591 (2022)
Jin Qian, Chengxin Hong, Ying Yu, Caihui Liu, Duoqian Miao
Generalized multigranulation sequential three-way decision models for hierarchical classification. Inf. Sci. 616 (2022)
Caihui Liu, Kecan Cai, Duoqian Miao, Jin Qian
Novel matrix-based approaches to computing minimal and maximal descriptions in covering-based rough sets. Inf. Sci. 539 (2020)
Jin Qian, Caihui Liu, Duoqian Miao, Xiaodong Yue
Sequential three-way decisions via multi-granularity. Inf. Sci. 507 (2020)
Jin Qian, Caihui Liu, Xiaodong Yue
Multigranulation sequential three-way decisions based on multiple thresholds. Int. J. Approx. Reason. 105 (2019)
Caihui Liu, Witold Pedrycz, Feng Jiang, Meizhi Wang
Decision-theoretic rough set approaches to multi-covering approximation spaces based on fuzzy probability measure. J. Intell. Fuzzy Syst. 34 (3) (2018)
Caihui Liu, Witold Pedrycz, Jin Qian, Meizhi Wang
Covering-based multigranulation decision-theoretic rough set approaches with new strategies. J. Intell. Fuzzy Syst. 35 (1) (2018)
Caihui Liu, Jin Qian, Nan Zhang, Meizhi Wang
Covering-Based Optimistic-Pessimistic Multigranulation Decision-Theoretic Rough Sets. IJCSR (2018)
Caihui Liu, Witold Pedrycz, Meizhi Wang
Covering-based multigranulation decision-theoretic rough sets. J. Intell. Fuzzy Syst. 32 (1) (2017)
Caihui Liu, Meizhi Wang, Nan Zhang
Covering-Based Optimistic Multigranulation Decision-Theoretic Rough Sets Based on Maximal Descriptors. IJCRS (2) (2017)
Nan Zhang, Lili Jiang, Caihui Liu
Attribute Reduction in Utility-Based Decision-Theoretic Rough Set Models. IJCRS (2) (2017)
Caihui Liu, Meizhi Wang
Optimistic Decision-Theoretic Rough Sets in Multi-covering Space. IJCRS (2016)
Xiaohong Zhang, Duoqian Miao, Caihui Liu, Meilong Le
Constructive methods of rough approximation operators and multigranulation rough sets. Knowl. Based Syst. 91 (2016)
Caihui Liu, Witold Pedrycz
Covering-based multi-granulation fuzzy rough sets. J. Intell. Fuzzy Syst. 30 (1) (2016)
Jin Qian, Ping Lv, Xiaodong Yue, Caihui Liu, Zhengjun Jing
Hierarchical attribute reduction algorithms for big data using MapReduce. Knowl. Based Syst. 73 (2015)
Caihui Liu, Xiaoqiang Tu
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). 计算机科学 42 (6) (2015)
Caihui Liu, Meizhi Wang, Yanfei Dai, Yueli Luo
A New Subsystem-Based Definition of Generalized Rough Set Model. RSFDGrC (2015)
Cairong Zhao, Zhihui Lai, Duoqian Miao, Zhihua Wei, Caihui Liu
Graph embedding discriminant analysis for face recognition. Neural Comput. Appl. 24 (7-8) (2014)
Caihui Liu, Duoqian Miao, Jin Qian
On multi-granulation covering rough sets. Int. J. Approx. Reason. 55 (6) (2014)
Caihui Liu, Meizhi Wang, Yujiang Liu, Min Wang
Multi-granulation Rough Sets Based on Central Sets. RSKT (2014)
Caihui Liu, Duoqian Miao, Nan Zhang
Graded rough set model based on two universes and its properties. Knowl. Based Syst. 33 (2012)
Caihui Liu, Duoqian Miao
Covering Rough Set Model Based on Multi-granulations. RSFDGrC (2011)