Multi-source information fusion based on rough set theory: A review

P Zhang, T Li, G Wang, C Luo, H Chen, J Zhang… - Information …, 2021 - Elsevier
Abstract Multi-Source Information Fusion (MSIF) is a comprehensive and interdisciplinary
subject, and is referred to as, multi-sensor information fusion which was originated in the …

Fuzzy intelligence learning based on bounded rationality in IoMT systems: a case study in Parkinson's disease

C Zhang, J Ding, J Zhan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As a cause of interfering with routine activities, freezing of gait (FOG) is a severe syndrome
of Parkinson's disease (PD) and usually performs as an abrupt and momentary inability to …

A preference-approval structure-based non-additive three-way group consensus decision-making approach for medical diagnosis

J Ye, B Sun, J Bai, Q Bao, X Chu, K Bao - Information Fusion, 2024 - Elsevier
The clinical diagnosis decision-making process of integrated traditional Chinese medicine
and Western medicine is essentially a type of group decision-making (GDM) problem, which …

MFGAD: Multi-fuzzy granules anomaly detection

Z Yuan, H Chen, C Luo, D Peng - Information Fusion, 2023 - Elsevier
Unsupervised anomaly detection is an important research direction in the process of
unsupervised knowledge acquisition. It has been successfully applied in many fields, such …

基于粒计算的多粒度数据分析方法综述.

李金海, 王飞, 吴伟志, 徐伟华… - … /Shu Ju Cai Ji Yu Chu …, 2021 - search.ebscohost.com
多粒度数据是一种特殊的, 有用的数据类型, 它通过对论域(研究对象的集合)
采用不同的粒化方式使得数据能够在多个粒度空间中进行呈现, 在此基础上可以开展数据的多 …

Multi-attribute group decision making method based on prospect theory under hesitant probabilistic fuzzy environment

W Liang, M Goh, YM Wang - Computers & Industrial Engineering, 2020 - Elsevier
The hesitant fuzzy element (HFE), as an extension of fuzzy numbers, has received much
attention and the occurrence probabilities of each membership in the HFEs are assumed to …

Mixed data-driven sequential three-way decision via subjective–objective dynamic fusion

X Yang, Y Chen, H Fujita, D Liu, T Li - Knowledge-Based Systems, 2022 - Elsevier
In the context of granular computing, sequential three-way decision is a useful tool to triadic
thinking, triadic computing and triadic processing from coarser to finer under multilevel and …

A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems

C Zhang, J Ding, D Li, J Zhan - International Journal of Approximate …, 2021 - Elsevier
The notion of q-rung orthopair fuzzy sets (q-ROFSs) enables decision makers to record
diverse uncertain information in a larger scope by easing the limitation of membership and …

A new multi-objective decision-making method with diversified weights and Pythagorean fuzzy rough sets

J Ye, B Sun, Q Bao, C Che, Q Huang, X Chu - Computers & Industrial …, 2023 - Elsevier
In reality, there are many multi-objective decision-making problems with fuzziness and
uncertainty, such as the choice of clinical treatment schemes. To effectively cope with such …

Variable precision multi-granulation composite rough sets with multi-decision and their applications to medical diagnosis

J Ye, B Sun, J Zhan, X Chu - Information Sciences, 2022 - Elsevier
Rough set theory has become an effective tool to address uncertain decision-making
problems. Nevertheless, existing rough set-based decision-making methods cannot …