A comparison study of optimal scale combination selection in generalized multi-scale decision tables

WZ Wu, Y Leung - International Journal of Machine Learning and …, 2020 - Springer
Traditional rough set approach is mainly used to unravel rules from a decision table in which
objects can possess a unique attribute-value. In a real world data set, for the same attribute …

[PDF][PDF] 粒计算的集合论描述

苗夺谦, 徐菲菲, 姚一豫, 魏莱 - 2012 - iip.tongji.edu.cn
摘要粒计算的形式化研究一直没有被仔细讨论. 文中在集合论框架下, 对粒计算做了系统研究,
给出了粒度空间的三层模型(论域, 基, 粒结构). 借用逻辑语言L 判定粒的可定义性 …

Constructive and axiomatic approaches to hesitant fuzzy rough set

X Yang, X Song, Y Qi, J Yang - Soft Computing, 2014 - Springer
Hesitant fuzzy set is a generalization of the classical fuzzy set by returning a family of the
membership degrees for each object in the universe. Since how to use the rough set model …

Granulation of protein–protein interaction networks in Pythagorean fuzzy soft environment

HS Nawaz, M Akram - Journal of Applied Mathematics and Computing, 2023 - Springer
Pythagorean fuzzy soft set theory is very effective to simultaneously depict the parameter-
dependent uncertainty and the uncertainty of belongingness in the entities of a system. The …

An intelligent healthcare system for predicting and preventing dengue virus infection

SK Sood, V Sood, I Mahajan, Sahil - Computing, 2023 - Springer
Dengue is a mosquito-borne pandemic viral infection, which transmits to humans from
Female Aedes albopictis or Aedes agypti mosquitoes. It progressively deteriorates the …

Deep neural network modeling for big data weather forecasting

JNK Liu, Y Hu, Y He, PW Chan, L Lai - Information granularity, big data …, 2015 - Springer
The coming of the big data era brings the opportunities to greatly improve the forecasting
accuracy of weather phenomena. Specifically, weather change is quite a complex process …

Neighborhood systems and approximate retrieval

YY Yao - Information Sciences, 2006 - Elsevier
An approximate retrieval model is proposed based on the notion of neighborhood systems.
The knowledge used in the model consists of an information table, in which each object is …

Fuzzy rough set model for set-valued data

J Dai, H Tian - Fuzzy Sets and Systems, 2013 - Elsevier
In many practical situations, some of the attribute values for an object may be set-valued.
The existing crisp rough set model for set-valued information systems is based on a …

[HTML][HTML] Uncertainty and reduction of variable precision multigranulation fuzzy rough sets based on three-way decisions

T Feng, HT Fan, JS Mi - International Journal of Approximate Reasoning, 2017 - Elsevier
This paper studies reduction of a multigranulation fuzzy information system by using
uncertainty measures based on variable precision multigranulation decision-theoretic fuzzy …

[PDF][PDF] Three perspectives of granular computing

YY Yao - Journal of Nanchang Institute of Technology, 2006 - researchgate.net
As an emerging field of study, granular computing has received much attention. Many
models, frameworks, methods and techniques have been proposed and studied. It is …