A novel type of soft rough covering and its application to multicriteria group decision making

J Zhan, JCR Alcantud - Artificial Intelligence Review, 2019 - Springer
In this paper, we contribute to a recent and successful modelization of uncertainty, which the
practitioner often encounters in the formulation of multicriteria group decision making …

A survey of decision making methods based on certain hybrid soft set models

X Ma, Q Liu, J Zhan - Artificial Intelligence Review, 2017 - Springer
Fuzzy set theory, rough set theory and soft set theory are all generic mathematical tools for
dealing with uncertainties. There has been some progress concerning practical applications …

Novel classes of fuzzy soft -coverings-based fuzzy rough sets with applications to multi-criteria fuzzy group decision making

L Zhang, J Zhan, JCR Alcantud - Soft Computing, 2019 - Springer
In this article, we put forward the concepts of fuzzy soft β β-minimal descriptions and fuzzy
soft β β-maximal descriptions and construct four types of fuzzy soft β β-neighborhoods …

A novel soft rough set: Soft rough hemirings and corresponding multicriteria group decision making

J Zhan, Q Liu, T Herawan - Applied Soft Computing, 2017 - Elsevier
In this paper, we investigate the relationships among rough sets, soft sets and hemirings.
The concept of soft rough hemirings is introduced, which is an extended notion of a rough …

Novel concepts of soft rough set topology with applications

M Riaz, B Davvaz, A Firdous… - Journal of Intelligent & …, 2019 - content.iospress.com
Rough set theory initiated by Pawlak [16] and soft set theory initiated by Molodtsov [15] are
strong mathematical tools for handling uncertain and vague information. In this study, we …

[HTML][HTML] Soft dominance based rough sets with applications in information systems

A Ali, MI Ali, N Rehman - International Journal of Approximate Reasoning, 2019 - Elsevier
Classical rough set theory is considered as a useful mathematical tool to deal with the
uncertainty of categorical data; a major deficiency of this model is its sensitivity to noise in …

Improving decision making approaches based on fuzzy soft sets and rough soft sets

Y Liu, K Qin, L Martínez - Applied Soft Computing, 2018 - Elsevier
Hybrid soft sets, such as fuzzy soft sets and rough soft sets, have been extensively applied to
decision making. However in both cases, there is still a necessity of providing improvements …

Certain types of soft coverings based rough sets with applications

J Zhan, Q Wang - International Journal of Machine Learning and …, 2019 - Springer
Hybrid soft set model is an important topic for dealing with uncertainty. By means of soft
neighborhoods, soft complementary neighborhoods and soft adhesions, we build five new …

Reviews on decision making methods based on (fuzzy) soft sets and rough soft sets

J Zhan, K Zhu - Journal of Intelligent & Fuzzy Systems, 2015 - content.iospress.com
Soft set theory is provided as a general mathematical tool for dealing with uncertainties. At
present, it is very important to put forward some decision making methods based on (fuzzy) …

On a novel uncertain soft set model: Z-soft fuzzy rough set model and corresponding decision making methods

J Zhan, MI Ali, N Mehmood - Applied Soft Computing, 2017 - Elsevier
In this paper, a kind of novel soft set model called a Z-soft fuzzy rough set is presented by
means of three uncertain models: soft sets, rough sets and fuzzy sets, which is an important …