A Gaussian mixture model based combined resampling algorithm for classification of imbalanced credit data sets
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-019-00953-2
Abstract: Credit scoring represents a two-classification problem. Moreover, the data imbalance of the credit data sets, where one class contains a small number of data samples and the other contains a large number of data samples,… read more here.
Keywords: credit data; data sets; credit; classification ... See more keywords
Privacy-Preserved Credit Data Sharing Integrating Blockchain and Federated Learning for Industrial 4.0
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3151917
Abstract: In this article, we aim to design an architecture for privacy-preserved credit data and model sharing to guarantee the secure storage and sharing of credit information in a distributed environment. The proposed architecture optimizes the… read more here.
Keywords: credit data; credit; privacy preserved; federated learning ... See more keywords