Three-way multiattribute decision-making based on outranking relations
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 …
decision risks by utilizing a new delayed decision option. This article incorporates 3WD into …
Three-way decision for handling uncertainty in machine learning: A narrative review
In this work we introduce a framework, based on three-way decision (TWD) and the
trisecting-acting-outcome model, to handle uncertainty in Machine Learning (ML). We …
trisecting-acting-outcome model, to handle uncertainty in Machine Learning (ML). We …
A novel three-way decision model under multiple-criteria environment
F Jia, P Liu - Information Sciences, 2019 - Elsevier
Three-way decisions provide a new research perspective for solving decision-making
problems. Under a multiple-criteria environment, this paper proposes a novel decision …
problems. Under a multiple-criteria environment, this paper proposes a novel decision …
Multigranulation decision-theoretic rough sets
Y Qian, H Zhang, Y Sang, J Liang - International journal of approximate …, 2014 - Elsevier
The Bayesian decision-theoretic rough sets propose a framework for studying rough set
approximations using probabilistic theory, which can interprete the parameters from existing …
approximations using probabilistic theory, which can interprete the parameters from existing …
Optimization-based three-way decisions with interval-valued intuitionistic fuzzy information
J Liu, B Huang, H Li, X Bu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the effectiveness and advantages of interval-valued intuitionistic fuzzy sets (IVIFSs) in
evaluating uncertainty and risk, we introduce IVIFSs into loss functions of decision-theoretic …
evaluating uncertainty and risk, we introduce IVIFSs into loss functions of decision-theoretic …
A genetic programming approach to binary classification problem
The Binary classification is the most challenging problem in machine learning. One of the
most promising technique to solve this problem is by implementing genetic programming …
most promising technique to solve this problem is by implementing genetic programming …
A novel three-way decision model based on incomplete information system
As a natural extension of three-way decisions with incomplete information, this paper
provides a novel three-way decision model based on incomplete information system. First …
provides a novel three-way decision model based on incomplete information system. First …
[HTML][HTML] Cost-sensitive sequential three-way decision modeling using a deep neural network
Abstract Three-way decision (3WD) models have been widely investigated in the fields of
approximate reasoning and decision making. Recently, sequential 3WD models have …
approximate reasoning and decision making. Recently, sequential 3WD models have …
Consensus of three-way group decision with weight updating based on a novel linguistic intuitionistic fuzzy similarity
Three-way group decision-making is an important direction of study in the fields of three-way
decision-making and granular computing and has received much attention from scholars in …
decision-making and granular computing and has received much attention from scholars in …
A novel three-way group investment decision model under intuitionistic fuzzy multi-attribute group decision-making environment
Abstract Three-way decision (3WD) provides a new research perspective for dealing with
uncertain and complex investment decision-making problems. This paper aims to study a …
uncertain and complex investment decision-making problems. This paper aims to study a …