Three-way confusion matrix for classification: A measure driven view

J Xu, Y Zhang, D Miao - Information sciences, 2020 - Elsevier
Abstract Three-way decisions (3WD) is an important methodology in solving problems with
uncertainty. A systematic analysis on three-way based uncertainty measures is conducive to …

Three-way multiattribute decision-making based on outranking relations

J Zhan, H Jiang, Y Yao - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
In contrast to two-way decisions (2WD), three-way decisions (3WD) can effectively reduce
decision risks by utilizing a new delayed decision option. This article incorporates 3WD into …

A review of three-way decision: triadic understanding, organization, and perspectives

L Suo, H Yang, Q Li, HL Yang, Y Yao - International Journal of Approximate …, 2024 - Elsevier
A theory of three-way decision is about thinking, problem-solving, and computing in threes
or through triads. In this paper, we review fifteen years of research on three-way decision by …

Web-based medical decision support systems for three-way medical decision making with game-theoretic rough sets

JT Yao, N Azam - IEEE Transactions on Fuzzy Systems, 2014 - ieeexplore.ieee.org
The realization of the Web as a common platform, medium, and interface for supporting
human activities has attracted many researchers to the study of Web-based support systems …

A unified model of sequential three-way decisions and multilevel incremental processing

X Yang, T Li, H Fujita, D Liu, Y Yao - Knowledge-Based Systems, 2017 - Elsevier
A fundamental notion of granular computing is a multilevel granular structure in which
different levels are characterized by different degrees of abstraction and details. By making …

[HTML][HTML] A sequential three-way approach to multi-class decision

X Yang, T Li, H Fujita, D Liu - International Journal of Approximate …, 2019 - Elsevier
Based on the notion of information and knowledge granularity, sequential three-way
decisions can be interpreted and implemented as a multilevel trisecting-and-acting …

Three-way decisions based on decision-theoretic rough sets with dual hesitant fuzzy information

D Liang, Z Xu, D Liu - Information Sciences, 2017 - Elsevier
Decision-theoretic rough sets (DTRSs) as a classic model of three-way decisions have been
widely applied in the area of risk decision-making. When we confront the complicated and …

Three-way decision perspectives on class-specific attribute reducts

XA Ma, Y Yao - Information Sciences, 2018 - Elsevier
In rough set theory, a decision class (ie, a subset of objects) is approximated by three pair-
wise disjoint positive, boundary, and negative regions. The concept of three-way decisions …

Multi-granularity stock prediction with sequential three-way decisions

X Yang, MA Loua, M Wu, L Huang, Q Gao - Information Sciences, 2023 - Elsevier
The current single granularity-based static prediction approaches face difficulties in
capturing the dynamic trend of stock markets by the fusion of historical prices and streaming …

[PDF][PDF] 决策粗糙集理论研究现状与展望

于洪, 王国胤, 姚一豫 - 计算机学报, 2015 - cjc.ict.ac.cn
摘要经典Pawlak 粗糙集理论中的核心概念上, 下近似集是通过集合相交非空和包含来定义的.
由于缺乏对错误的容忍能力, 其实际应用受到了限制. 20 世纪90 年代初, Yao …