Credit scoring using three-way decisions with probabilistic rough sets

S Maldonado, G Peters, R Weber - Information Sciences, 2020 - Elsevier
… Together with the class of good payers this leads to a three-class classification model which
has shown to give superior results compared to the classic binary approach. The respective …

A three-way decision method based on fuzzy rough set models under incomplete environments

J Ye, J Zhan, B Sun - Information Sciences, 2021 - Elsevier
… analysis, the feasibility, effectiveness, superiority and stability of the method are … of
each object, the current paper presents a new conditional probability calculation method. …

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
… a means to interpret decision rules induced in probabilistic rough sets. In this … three-way
decision (3WD) using probabilistic rough set over two universes. With respect to the probabilistic

Three-way decisions based on multi-granulation support intuitionistic fuzzy probabilistic rough sets

Z Xue, LP Zhao, M Zhang… - Journal of Intelligent & …, 2020 - content.iospress.com
… theory with probabilistic rough sets based on stream computing is investigated … probabilistic
rough sets-based three-way decisions to settle conflict analysis issues. Three-way decisions

Three-way decisions with reflexive probabilistic rough fuzzy sets

JM Ma, HY Zhang, YH Qian - Granular Computing, 2019 - Springer
… between rough sets and Bayesian decision procedure (Slezak … probabilistic three-way
decisions are superior to both Pawlak … reflexive probabilistic rough sets in a reflexive probabilistic

Three-way decision models and its optimization based on Dempster–Shafer evidence theory and rough sets

C Zhang, X Feng, R Gao - Granular Computing, 2021 - Springer
probability function in the three-way decision is replaced by a value in the belief interval, and
three-way decision models … basis and advantages of the three-way decisions, proposed a …

Three-way decisions: beyond rough sets and granular computing

D Liu, X Yang, T Li - International Journal of Machine Learning and …, 2020 - Springer
… Observed by the limitations of Pawlak rough sets, Probabilistic rough sets (PRS) is …
According to the Indian fable and two classical Chinese poems, it is notable that the advantages of …

Structured approximations as a basis for three-way decisions in rough set theory

M Hu, Y Yao - Knowledge-Based Systems, 2019 - Elsevier
… Given the superiority of three disjoint regions to a pair of lower and upper approximations
and the superiority of structured approximations to unstructured approximations, we focus on …

Multi-granulation interval-valued fuzzy probabilistic rough sets and their corresponding three-way decisions based on interval-valued fuzzy preference relations

P Mandal, AS Ranadive - Granular Computing, 2019 - Springer
… study interval-valued fuzzy probabilistic rough sets (IVF-PRSs… -valued fuzzy preference
relation probabilistic rough sets (MG-… parameters in each model, three-way decisions are studied …

Three-way approximation of decision granules based on the rough set approach

J Stepaniuk, A Skowron - International Journal of Approximate Reasoning, 2023 - Elsevier
… We discuss the three-way rough set based approach for approximation of decision granules
in Intelligent Systems (… approach, dominance based rough set approach, probabilistic rough