Caihui Liu

According to our database, Caihui Liu authored at least 31 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

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., December, 2024

An improved decision tree algorithm based on hierarchical neighborhood dependence.

Jianying Lai, Caihui Liu, Bowen Lin, Duoqian Miao

Soft Comput., September, 2024

A novel adaptive neighborhood rough sets based on sparrow search algorithm and feature selection.

Caihui Liu, Bowen Lin, Duoqian Miao

Inf. Sci., 2024

AHA-3WKM: The optimization of K-means with three-way clustering and artificial hummingbird algorithm.

Xiying Chen, Caihui Liu, Bowen Lin, Jianying Lai, Duoqian Miao

Inf. Sci., 2024

An improved decision tree algorithm based on boundary mixed attribute dependency.

Bowen Lin, Caihui Liu, Duoqian Miao

Appl. Intell., 2024

2023

An improved ID3 algorithm based on variable precision neighborhood rough sets.

Caihui Liu, Jianying Lai, Bowen Lin, Duoqian Miao

Appl. Intell., October, 2023

Multi-granularity decision-theoretic rough sets based on the fuzzy T-equivalence relation with new strategies.

Jin Qian, Xing Han, Ying Yu, Caihui Liu

J. Intell. Fuzzy Syst., 2023

2022

Grained matrix and complementary matrix: Novel methods for computing information descriptions in covering approximation spaces.

Jingqian Wang, Xiaohong Zhang, Caihui Liu

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

An improved decision tree algorithm based on variable precision neighborhood similarity.

Caihui Liu, Bowen Lin, Jianying Lai, Duoqian Miao

Inf. Sci., 2022

Hierarchical Multi-granulation Sequential Three-Way Decisions.

Chengxin Hong, Jin Qian, Haoying Jiang, Zhigang Tong, Ying Yu, Caihui Liu

Proceedings of the Rough Sets - International Joint Conference, 2022

2020

Sequential three-way decisions via multi-granularity.

Jin Qian, Caihui Liu, Duoqian Miao, Xiaodong Yue

Inf. Sci., 2020

Novel matrix-based approaches to computing minimal and maximal descriptions in covering-based rough sets.

Caihui Liu, Kecan Cai, Duoqian Miao, Jin Qian

Inf. Sci., 2020

2019

Multigranulation sequential three-way decisions based on multiple thresholds.

Jin Qian, Caihui Liu, Xiaodong Yue

Int. J. Approx. Reason., 2019

2018

Covering-based multigranulation decision-theoretic rough set approaches with new strategies.

Caihui Liu, Witold Pedrycz, Jin Qian, Meizhi Wang

J. Intell. Fuzzy Syst., 2018

Decision-theoretic rough set approaches to multi-covering approximation spaces based on fuzzy probability measure.

Caihui Liu, Witold Pedrycz, Feng Jiang, Meizhi Wang

J. Intell. Fuzzy Syst., 2018

Covering-Based Optimistic-Pessimistic Multigranulation Decision-Theoretic Rough Sets.

Caihui Liu, Jin Qian, Nan Zhang, Meizhi Wang

Proceedings of the Rough Sets - International Joint Conference, 2018

2017

Covering-based multigranulation decision-theoretic rough sets.

Caihui Liu, Witold Pedrycz, Meizhi Wang

J. Intell. Fuzzy Syst., 2017

Attribute Reduction in Utility-Based Decision-Theoretic Rough Set Models.

Nan Zhang, Lili Jiang, Caihui Liu

Proceedings of the Rough Sets - International Joint Conference, 2017

Covering-Based Optimistic Multigranulation Decision-Theoretic Rough Sets Based on Maximal Descriptors.

Caihui Liu, Meizhi Wang, Nan Zhang

Proceedings of the Rough Sets - International Joint Conference, 2017

2016

Constructive methods of rough approximation operators and multigranulation rough sets.

Xiaohong Zhang, Duoqian Miao, Caihui Liu, Meilong Le

Knowl. Based Syst., 2016

Covering-based multi-granulation fuzzy rough sets.

Caihui Liu, Witold Pedrycz

J. Intell. Fuzzy Syst., 2016

Optimistic Decision-Theoretic Rough Sets in Multi-covering Space.

Caihui Liu, Meizhi Wang

Proceedings of the Rough Sets - International Joint Conference, 2016

2015

Hierarchical attribute reduction algorithms for big data using MapReduce.

Jin Qian, Ping Lv, Xiaodong Yue, Caihui Liu, Zhengjun Jing

Knowl. Based Syst., 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

A New Subsystem-Based Definition of Generalized Rough Set Model.

Caihui Liu, Meizhi Wang, Yanfei Dai, Yueli Luo

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

2014

Graph embedding discriminant analysis for face recognition.

Cairong Zhao, Zhihui Lai, Duoqian Miao, Zhihua Wei, Caihui Liu

Neural Comput. Appl., 2014

On multi-granulation covering rough sets.

Caihui Liu, Duoqian Miao, Jin Qian

Int. J. Approx. Reason., 2014

Multi-granulation Rough Sets Based on Central Sets.

Caihui Liu, Meizhi Wang, Yujiang Liu, Min Wang

Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

2012

Graded rough set model based on two universes and its properties.

Caihui Liu, Duoqian Miao, Nan Zhang

Knowl. Based Syst., 2012

2011

Covering Rough Set Model Based on Multi-granulations.

Caihui Liu, Duoqian Miao

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011