Sequential three-way decisions via multi-granularity

J Qian, C Liu, D Miao, X Yue - Information Sciences, 2020 - Elsevier
Three-way decisions provide a trisecting-and-acting framework for complex problem solving.
For a cost-sensitive decision-making problem under multiple levels of granularity, sequential …

[HTML][HTML] A cost-sensitive three-way combination technique for ensemble learning in sentiment classification

Y Zhang, D Miao, J Wang, Z Zhang - International Journal of Approximate …, 2019 - Elsevier
Deep neural networks (DNN) have achieved remarkable results in sentiment classification.
Some ensemble methods of DNN models and traditional feature-based models are …

Incremental construction of three-way concept lattice for knowledge discovery in social networks

F Hao, Y Yang, G Min, V Loia - Information Sciences, 2021 - Elsevier
Three-way concept analysis (3WCA), a combination of three-way decision and formal
concept analysis, is widely used in the field of knowledge discovery. Generally, constructing …

Three-way group consensus decision based on hierarchical social network consisting of decision makers and participants

D Liang, Y Fu, Z Xu - Information Sciences, 2022 - Elsevier
In group decision making (GDM) of organization management, information interaction
usually occurs via the hierarchical social networks. In the hierarchical social networks, the …

Semantics of soft sets and three-way decision with soft sets

J Yang, Y Yao - Knowledge-Based Systems, 2020 - Elsevier
The theory of three-way decision provides an effective tool for decision-making under
uncertainty and incomplete information, when a two-way decision is difficult to make. Soft …

A cost-sensitive temporal-spatial three-way recommendation with multi-granularity decision

X Ye, D Liu - Information Sciences, 2022 - Elsevier
In considering of the dynamic variations of user's preference and item's popularity,
sequential recommender system (RS) has attracted much attention in recent years. In …

The effectiveness of three-way classification with interpretable perspective

D Liu - Information Sciences, 2021 - Elsevier
As a typical methodology to deal with uncertain issues, the three-way decision (3WD) has
been developed rapidly in nearly ten years, both in theories and applications. Three-way …

Two-stage three-way enhanced technique for ensemble learning in inclusive policy text classification

D Liang, B Yi - Information Sciences, 2021 - Elsevier
With the development of the social economy, small and medium-sized enterprises (SMEs)
play a vital role in promoting economic development. Multiple local governments in China …

Large-scale three-way group consensus decision considering individual competition behavior in social networks

D Liang, W Duan - Information Sciences, 2023 - Elsevier
In social networks, decision makers of group decision-making (GDM) can have interactive
behaviors with different individual relationships. With large-scale group participation …

On modeling similarity and three-way decision under incomplete information in rough set theory

J Luo, H Fujita, Y Yao, K Qin - Knowledge-Based Systems, 2020 - Elsevier
Although incomplete information is a well studied topic in rough set theory, there still does
not exist a general agreement on the semantics of various types of incomplete information …