This study proposes a novel three-stage reject inference learning framework using unsupervised transfer learning and three-way decision theory that integrates: (1) the rejected credit sample selection using three-way decision theory, (2) higher-level representations to transfer learning from both accepted and selected ...
Jul 15, 2020 · This method was found to both perform well for reject inference and handle negative transfer learning problems. The numerical results were ...
A global credit-scoring model framework that combines multiple feature selection methods and classifiers to better evaluate the model after adding rejected ...
[51] proposed a novel three-stage reject inference learning framework by using transfer learning and three-way decision theory in credit scoring. Maldonado et ...
This paper proposed a new reject inference method based on a three-way decision and a safe semi-supervised support vector machine (S4VM) model. In credit ...
People also ask
What is reject inference in credit scoring?
What is the reject inference parceling method?
What is the hard cut off reject inference?
What is credit scoring in machine learning?
Aug 1, 2022 · This paper proposed a new reject inference method based on a three-way decision and a safe semi-supervised support vector machine (S4VM) model.
Jul 22, 2020 · Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory · Decision ...
Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory · Feng ShenXingchao Zhao ...
May 20, 2021 · ... stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory, Decis.
Aug 23, 2022 · Kou, “Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory ...