[HTML][HTML] Three-way decision and granular computing
Y Yao - International Journal of Approximate Reasoning, 2018 - Elsevier
Based on results from cognitive science, this paper examines the two fields of three-way
decision and granular computing, as well as their interplay. The ideas from one field shed …
decision and granular computing, as well as their interplay. The ideas from one field shed …
Tri-level attribute reduction in rough set theory
Attribute reduction serves as a pivotal topic of rough set theory for data analysis. The ideas
of tri-level thinking from three-way decision can shed new light on three-level attribute …
of tri-level thinking from three-way decision can shed new light on three-level attribute …
Tri-level thinking: models of three-way decision
Y Yao - International Journal of Machine Learning and …, 2020 - Springer
The underlying philosophy of three-way decision is thinking in threes, namely,
understanding and processing a whole through three distinct and related parts. One can …
understanding and processing a whole through three distinct and related parts. One can …
Three-way decision making approach to conflict analysis and resolution using probabilistic rough set over two universes
B Sun, X Chen, L Zhang, W Ma - Information Sciences, 2020 - Elsevier
Conflict analysis aims to identify the intrinsic reasons and find a feasible consensus strategy
for a conflict situation. Rough set theory was used to study conflict analysis decision-making …
for a conflict situation. Rough set theory was used to study conflict analysis decision-making …
[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 …
The impact of knowledge sharing and innovation on sustainable performance in Islamic banks: a mediation analysis through a SEM approach
This research is among the very few studies seeking a focalized examination on the
relationship between knowledge sharing within a firm and organizational innovation. This …
relationship between knowledge sharing within a firm and organizational innovation. This …
Game theoretic approach to shadowed sets: a three-way tradeoff perspective
Three-way approximations can be constructed by shadowed sets based on a pair of
thresholds. The determination and interpretation of the thresholds is one of the key issues for …
thresholds. The determination and interpretation of the thresholds is one of the key issues for …
Sequential three-way decision based on multi-granular autoencoder features
Autoencoder network is an efficient representation learning method. In general, a finer
feature set obtained from autoencoder leads to a lower error rate and lower total …
feature set obtained from autoencoder leads to a lower error rate and lower total …
Class overlap handling methods in imbalanced domain: A comprehensive survey
Class overlap in imbalanced datasets is the most common challenging situation for
researchers in the fields of deep learning (DL) machine learning (ML), and big data (BD) …
researchers in the fields of deep learning (DL) machine learning (ML), and big data (BD) …
Static and interactive infographics in daily tasks: A value-in-use and quality of interaction user study
Infographics are a common visual means to inform users. This paper investigates how lay
people of different age, gender and educational background perceive the use of …
people of different age, gender and educational background perceive the use of …