[HTML][HTML] Gini objective functions for three-way classifications

Y Zhang, JT Yao - International Journal of Approximate Reasoning, 2017 - Elsevier
The three-way classifications aim to divide the universe of objects into three disjoint regions,
ie, acceptance, rejection, and non-commitment regions. We can induce different types of …

Local logical disjunction double-quantitative rough sets

Y Guo, ECC Tsang, W Xu, D Chen - Information Sciences, 2019 - Elsevier
Local rough sets as a generalization of classical rough sets not only inherit the advantages
of classical rough sets which can handle imprecise, fuzzy and uncertain data, but also break …

Decision-theoretic rough set model of multi-source decision systems

B Sang, Y Guo, D Shi, W Xu - International journal of machine learning and …, 2018 - Springer
Through the complementary integration of information from different sources, information
fusion can improve the decision-making process in the increasing uncertain environments …

Adaptive weighted generalized multi-granulation interval-valued decision-theoretic rough sets

Y Guo, ECC Tsang, W Xu, D Chen - Knowledge-Based Systems, 2020 - Elsevier
With the development of information technology, the sources of information are increasing.
How to make good use of information from different sources to make correct decisions is an …

Methods and practices of three-way decisions for complex problem solving

H Yu, G Wang, B Hu, X Jia, H Li, T Li, D Liang… - … 2015, Held as Part of the …, 2015 - Springer
A theory of three-way decisions is formulated based on the notions of three regions and
associated actions for processing the three regions. Three-way decisions play a key role in …

Determining three-way decision regions by combining gini objective functions and gtrs

Y Zhang, JT Yao - Rough Sets, Fuzzy Sets, Data Mining, and Granular …, 2015 - Springer
Game-theoretic rough set model (GTRS) is a recent advancement in determining decision
regions by formulating competition or cooperation between multiple measures of decision …

Interpretation of equilibria in game-theoretic rough sets

N Azam, JT Yao - Information Sciences, 2015 - Elsevier
Intelligent decision making models aim at improving the quality of decision making under
uncertainty. The fundamental issues that are generally encountered in these models are too …

[HTML][HTML] 基于集对联系熵的三支决策模型及应用

李言, 李丽红, 李爽, 白斌, 刘保相 - 郑州大学学报(理学版), 2017 - xml-data.org
信息熵是信息系统中不确定性研究的有效理论工具之一. 首先, 构建集对联系熵建立三支决策
规则, 利用集对同熵, 集对反熵, 集对异同和异反熵对三支决策不确定性进行度量 …

Optimisation of Thresholds in Probabilistic Rough Sets with Artificial Bee Colony Algorithm

TV Soumya, MK Sabu - Fuzzy Information and Engineering, 2021 - ieeexplore.ieee.org
The Probabilistic Rough Sets (PRS) theory determines the certainty of an object's inclusion
into a class, resulting in the division of the entire data set into three regions under a concept …

An optimization view on intuitionistic fuzzy three-way decisions

J Liu, X Zhou, H Li, B Huang, L Zhang, X Jia - Rough Sets: International …, 2018 - Springer
From an optimization point of view, we propose a new method to determine the loss funtion
of intuitionistic fuzzy three-way decisions. First, two linear programming models are …