Three-way granular computing is a paradigm of thinking and information processing in three
granules. We introduce a framework of three-way granular computing based on a hexagon …

A theory of three-way decision concerns the art, science, and practice of thinking, problem
solving, and information processing in threes. It explores the effective uses of triads of three …

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 …

Three-way decision provides a new perspective for dealing with uncertainty and complexity
in decision-making problems. However, behaviors of decision-makers may be influenced by …

Neural networks have a strong self-learning ability and a wide range of applications. The
current neural network models mainly determine the number of hidden layer nodes using …

Decision-theoretic rough sets (DTRSs) as a classic model of three-way decisions have been
widely applied in the field of risk decision-making. Considering situations where experts …

Abstract Three-way decision (3WD) and rough set are two influential theories of study
knowledge discovery and uncertain artificial intelligence. A central notion of 3WD is a tri …

In group decision making (GDM) of organization management, information interaction
usually occurs via the hierarchical social networks. In the hierarchical social networks, the …

With the increasing complexity of decision-making problems and environment, the
integration and fusion of three-way decisions, rough set and multi-attribute group decision …

In this paper, complex networks are used to analyze the dataset of three-way decision
articles published before December 18, 2019 and downloaded from ISI Web of Science. The …